From bbea033cdc670fc90c5b4eed94a041861e04891a Mon Sep 17 00:00:00 2001 From: fbdeme <90471819+fbdeme@users.noreply.github.com> Date: Fri, 13 Jun 2025 18:51:48 +0900 Subject: [PATCH] =?UTF-8?q?Initial=20commit=20-=20Q-Table=20=ED=98=91?= =?UTF-8?q?=EC=83=81=20=EC=A0=84=EB=9E=B5=20=EA=B0=95=ED=99=94=ED=95=99?= =?UTF-8?q?=EC=8A=B5=20=EB=8D=B0=EB=AA=A8=20=ED=94=84=EB=A1=9C=EC=A0=9D?= =?UTF-8?q?=ED=8A=B8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .env | 19 + Dockerfile | 36 + GETTING_STARTED.md | 168 ++++ KC-R(s,a)설계보고서-120625-051540.pdf | Bin 0 -> 754728 bytes KC-협상전략생성Q-Table-120625-051456.pdf | Bin 0 -> 1002884 bytes Makefile | 89 ++ README(2).md | 134 +++ REVIEW_REPORT.md | 161 ++++ app/__init__.py | 0 app/__pycache__/__init__.cpython-311.pyc | Bin 0 -> 152 bytes app/__pycache__/main.cpython-311.pyc | Bin 0 -> 5398 bytes app/api/__init__.py | 0 app/api/__pycache__/__init__.cpython-311.pyc | Bin 0 -> 156 bytes 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++++++ docker-compose.yml | 35 + dockerignore | 42 + env | 19 + env.example | 19 + frontend/__init__.py | 0 frontend/app.py | 905 ++++++++++++++++++ gitignore | 162 ++++ pyproject.toml | 35 + requirements(4).txt | 13 + run_api.py | 21 + run_both.py | 40 + run_frontend.py | 22 + test_basic.py | 180 ++++ todo.md | 46 + 48 files changed, 3906 insertions(+) create mode 100644 .env create mode 100644 Dockerfile create mode 100644 GETTING_STARTED.md create mode 100644 KC-R(s,a)설계보고서-120625-051540.pdf create mode 100644 KC-협상전략생성Q-Table-120625-051456.pdf create mode 100644 Makefile create mode 100644 README(2).md create mode 100644 REVIEW_REPORT.md create mode 100644 app/__init__.py create mode 100644 app/__pycache__/__init__.cpython-311.pyc create mode 100644 app/__pycache__/main.cpython-311.pyc create mode 100644 app/api/__init__.py create mode 100644 app/api/__pycache__/__init__.cpython-311.pyc create mode 100644 app/api/__pycache__/endpoints.cpython-311.pyc create mode 100644 app/api/endpoints.py create mode 100644 app/core/__init__.py create mode 100644 app/core/__pycache__/__init__.cpython-311.pyc create mode 100644 app/core/__pycache__/config.cpython-311.pyc create mode 100644 app/core/config.py create mode 100644 app/main.py create mode 100644 app/models/__init__.py create mode 100644 app/models/__pycache__/__init__.cpython-311.pyc create mode 100644 app/models/__pycache__/schemas.cpython-311.pyc create mode 100644 app/models/schemas.py create mode 100644 app/services/__init__.py create mode 100644 app/services/__pycache__/__init__.cpython-311.pyc create mode 100644 app/services/__pycache__/demo_service.cpython-311.pyc create mode 100644 app/services/__pycache__/fqi_cql.cpython-311.pyc create mode 100644 app/services/__pycache__/negotiation_env.cpython-311.pyc create mode 100644 app/services/__pycache__/qtable_learner.cpython-311.pyc create mode 100644 app/services/demo_service.py create mode 100644 app/services/fqi_cql.py create mode 100644 app/services/negotiation_env.py create mode 100644 app/services/qtable_learner.py create mode 100644 docker-compose.yml create mode 100644 dockerignore create mode 100644 env create mode 100644 env.example create mode 100644 frontend/__init__.py create mode 100644 frontend/app.py create mode 100644 gitignore create mode 100644 pyproject.toml create mode 100644 requirements(4).txt create mode 100644 run_api.py create mode 100644 run_both.py create mode 100644 run_frontend.py create mode 100644 test_basic.py create mode 100644 todo.md diff --git a/.env b/.env new file mode 100644 index 0000000..a7e529c --- /dev/null +++ b/.env @@ -0,0 +1,19 @@ +# 개발 환경 설정 +API_HOST=localhost +API_PORT=8000 +FRONTEND_HOST=localhost +FRONTEND_PORT=8501 + +# 강화학습 하이퍼파라미터 +DEFAULT_LEARNING_RATE=0.1 +DEFAULT_DISCOUNT_FACTOR=0.9 +DEFAULT_EPSILON=0.1 + +# 협상 환경 설정 +DEFAULT_ANCHOR_PRICE=100 +MAX_EPISODES=1000 +MAX_STEPS_PER_EPISODE=10 + +# 로깅 설정 +LOG_LEVEL=INFO +LOG_FILE=app.log diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..72bda0c --- /dev/null +++ b/Dockerfile @@ -0,0 +1,36 @@ +# Python 3.9 기반 이미지 +FROM python:3.9-slim + +# 작업 디렉토리 설정 +WORKDIR /app + +# 시스템 의존성 설치 +RUN apt-get update && apt-get install -y \ + gcc \ + && rm -rf /var/lib/apt/lists/* + +# Poetry 설치 +RUN pip install poetry + +# Poetry 설정 (가상환경을 컨테이너 내부에 생성하지 않음) +RUN poetry config virtualenvs.create false + +# 의존성 파일 복사 +COPY pyproject.toml poetry.lock* ./ + +# 의존성 설치 +RUN poetry install --no-dev + +# 애플리케이션 코드 복사 +COPY . . + +# 포트 노출 +EXPOSE 8000 8501 + +# 환경 변수 설정 +ENV PYTHONPATH=/app +ENV API_HOST=0.0.0.0 +ENV FRONTEND_HOST=0.0.0.0 + +# 기본 명령어 (API 서버 실행) +CMD ["python", "run_api.py"] diff --git a/GETTING_STARTED.md b/GETTING_STARTED.md new file mode 100644 index 0000000..63d6a44 --- /dev/null +++ b/GETTING_STARTED.md @@ -0,0 +1,168 @@ +# 🚀 Q-Table 협상 전략 데모 시작 가이드 + +## 빠른 시작 + +### 1. 환경 설정 + +#### Poetry 사용 (권장) +```bash +# Poetry 설치 (미설치시) +curl -sSL https://install.python-poetry.org | python3 - + +# 의존성 설치 +poetry install + +# 가상환경 활성화 +poetry shell +``` + +#### pip 사용 +```bash +# 가상환경 생성 (권장) +python -m venv venv +source venv/bin/activate # Linux/Mac +# venv\Scripts\activate # Windows + +# 의존성 설치 +pip install -r requirements.txt +``` + +### 2. 환경 변수 설정 +```bash +# .env 파일 생성 +cp .env.example .env + +# 필요에 따라 .env 파일 수정 +nano .env +``` + +### 3. 시스템 실행 + +#### 방법 1: 전체 시스템 동시 실행 +```bash +python run_both.py +``` + +#### 방법 2: 개별 실행 +```bash +# 터미널 1 - API 서버 +python run_api.py + +# 터미널 2 - 프론트엔드 +python run_frontend.py +``` + +#### 방법 3: Make 사용 +```bash +make run-both +``` + +### 4. 접속 +- **프론트엔드**: http://localhost:8501 +- **API 문서**: http://localhost:8000/docs + +## 주요 기능 사용법 + +### 1. 콜드 스타트 확인 +- 프론트엔드의 "콜드 스타트" 탭에서 초기 Q-Table 상태 확인 +- 모든 Q값이 0인 상태에서 시작 + +### 2. 데이터 수집 +- "데이터 수집" 탭에서 에피소드 생성 +- 탐험율과 에피소드 수를 조정하여 경험 데이터 수집 + +### 3. Q-Learning 학습 +- "Q-Learning" 탭에서 수집된 데이터로 Q-Table 업데이트 +- 학습률, 할인율 등 하이퍼파라미터 조정 가능 + +### 4. FQI+CQL 학습 +- "FQI+CQL" 탭에서 오프라인 학습 수행 +- 보수적 Q-Learning으로 안전한 정책 학습 + +### 5. 정책 비교 +- "학습된 정책" 탭에서 Q-Learning과 FQI+CQL 정책 비교 +- 실제 협상 시나리오에서 행동 추천 받기 + +## Docker 사용 + +### Docker Compose로 실행 +```bash +# 이미지 빌드 +docker-compose build + +# 시스템 실행 +docker-compose up + +# 백그라운드 실행 +docker-compose up -d + +# 중지 +docker-compose down +``` + +## 개발 환경 설정 + +### 코드 품질 도구 +```bash +# 코드 포맷팅 +make format + +# 린팅 +make lint + +# 테스트 +make test +``` + +### 개발 서버 실행 +```bash +# API 서버 (Hot Reload) +uvicorn app.main:app --reload --host 0.0.0.0 --port 8000 + +# 프론트엔드 (Hot Reload) +streamlit run frontend/app.py --server.port 8501 +``` + +## 문제 해결 + +### 포트 충돌 +- 8000번 포트나 8501번 포트가 사용 중인 경우 .env 파일에서 포트 변경 + +### 의존성 오류 +```bash +# 의존성 재설치 +pip install --force-reinstall -r requirements.txt + +# 또는 Poetry 사용시 +poetry install --no-cache +``` + +### API 연결 오류 +- API 서버가 실행 중인지 확인 +- http://localhost:8000/api/v1/health 에서 상태 확인 + +## 추가 정보 + +### 프로젝트 구조 +``` +qtable_negotiation_demo/ +├── app/ # FastAPI 백엔드 +│ ├── api/ # API 엔드포인트 +│ ├── core/ # 설정 및 유틸리티 +│ ├── models/ # 데이터 모델 +│ └── services/ # 비즈니스 로직 +├── frontend/ # Streamlit 프론트엔드 +├── tests/ # 테스트 코드 +├── run_*.py # 실행 스크립트 +└── docker-compose.yml # Docker 설정 +``` + +### 핵심 개념 +- **보상함수**: R(s,a) = W × (A/P) + (1-W) × End +- **상태공간**: (카드, 시나리오, 가격구간) 조합 +- **Q-Learning**: 온라인 강화학습 +- **FQI+CQL**: 오프라인 보수적 강화학습 + +### 지원 및 문의 +- 이슈 발생시 API 문서 참조: http://localhost:8000/docs +- 로그 파일 확인: app.log diff --git a/KC-R(s,a)설계보고서-120625-051540.pdf b/KC-R(s,a)설계보고서-120625-051540.pdf new file mode 100644 index 0000000000000000000000000000000000000000..86c55aab2ea3c0ff1dc7de86d4fd50bd9f22d155 GIT binary patch literal 754728 zcmaHTcRbbo`+rf9SrQ^6$==zUtYnkD_uk_eIV2)~KYBO)s!E6d5r%gxEjEx^gie;gH_WX>JMcu3>L$$^k=4;|NE?U(PSf*4atg z)Wed7QCf(blbaU?kDHU1iCr^wuth6{&7 zN{NO;+1bs})ZxDeaS8tSs0Wf~NBwiG;sY8^91cZ=^Pk#h&nqd?@ZfN0NYZ$?d0PJe zPj;X4zb8|sxsSskYwO?vcgrE`0JkM=Y3^(RuT->jvi7i{;TF6vCPw4#0rTOAgZS_y zx<;Yl0&z%P-&4jH!331IxdqB?Vn5reyV%l_3~HriX}ta{xvV0uv3=3Q-NloIy*6;( zoDrK~>d)QhsYRb8)uR!AzBf&NtJ#ytyAU0pD*pVt?ASGZE&UHjISCWyQOe5}j{?`? z>5i&*RM;QkQaaCIP)iV(=I~)tnzXCzvsy7sw!KqHr@=5Kaz}J=N|s~to!s)W8p8iB zfWET4?PtzklX%bBW$2RLHzChZyp4rPwNEWqn}&$HIn{>KWv|}4c`JmOe0HHPnlW9Y z{@b@7(sGgyBuz=U9AWz%``v@w0c?0&#a^fB|-&I|F5(hBm;ngJI=+8@=NP3*tp_3spO3;cJ$HGNzx zX*hIL%M-fH9`34^ZV#LtU7VdPojhm+{_i>F z;=3=%%k#gddAY{gLsPDDFG6%H?!?iVz*bhU5lSODsJvkdL|^7UeXEtNrMQ; 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z1`=&lJbw_nf#*zeK$gR5=Um~vrM<^p(3@C1u&q&1exBA0l%5Cz>OV@ByuWIL6l1R*h!_fxBa{59zGs{15R^4!WDop z#Y+{`nVcXp<**c!omdK)^5A*IOMVnGOlpi5*H1PA*DrAntSu-#>J9+joM)hN`jKQ79DUzi_)u zcQTP_%}Z1_^?3<`#QGNcC2?IrvFURnQ$8Hme^Jz!=P6f=4L~tZ5IH>u;&|c&2%lacvvJ5$)pZCiW>; zxm6c8%5~wivVUlO`gH6fkCztIXCjM4oyxC`-s0e%t4J-_dOk5Bkn`mHsk1k7} z2?lCCcsU{YX985py+o!Qb!5W3fGfqBkSYHFf=t+vS1aUiAyaG?L_K%^@{CnSpK$WA zt5)#Kf`4$r>SN1q2{tSCJ$!NTj0Lv;j$au(_>|)o7nt*f!}&GB)6Y11)fr2_E{Gw( P?OU/dev/null 2>&1; then \ + poetry install; \ + else \ + pip install -r requirements.txt; \ + fi + +run-api: ## API 서버 실행 + @echo "🚀 API 서버를 시작합니다..." + python run_api.py + +run-frontend: ## 프론트엔드 실행 + @echo "🎯 프론트엔드를 시작합니다..." + python run_frontend.py + +run-both: ## API와 프론트엔드 동시 실행 + @echo "🚀 전체 시스템을 시작합니다..." + python run_both.py + +test: ## 테스트 실행 + @echo "🧪 테스트를 실행합니다..." + @if command -v poetry >/dev/null 2>&1; then \ + poetry run pytest tests/ -v; \ + else \ + pytest tests/ -v; \ + fi + +clean: ## 캐시 및 임시 파일 정리 + @echo "🧹 정리 작업을 수행합니다..." + find . -type f -name "*.pyc" -delete + find . -type d -name "__pycache__" -delete + find . -type d -name ".pytest_cache" -exec rm -rf {} + + find . -type d -name "*.egg-info" -exec rm -rf {} + + +docker-build: ## Docker 이미지 빌드 + @echo "🐳 Docker 이미지를 빌드합니다..." + docker-compose build + +docker-run: ## Docker로 실행 + @echo "🐳 Docker로 시스템을 시작합니다..." + docker-compose up + +docker-stop: ## Docker 컨테이너 중지 + @echo "🛑 Docker 컨테이너를 중지합니다..." + docker-compose down + +format: ## 코드 포맷팅 + @echo "✨ 코드를 포맷팅합니다..." + @if command -v poetry >/dev/null 2>&1; then \ + poetry run black app/ frontend/ tests/; \ + else \ + black app/ frontend/ tests/; \ + fi + +lint: ## 코드 린팅 + @echo "🔍 코드를 검사합니다..." + @if command -v poetry >/dev/null 2>&1; then \ + poetry run flake8 app/ frontend/ tests/; \ + else \ + flake8 app/ frontend/ tests/; \ + fi + +setup-dev: ## 개발 환경 설정 + @echo "🔧 개발 환경을 설정합니다..." + cp .env.example .env + @echo "✅ .env 파일이 생성되었습니다. 필요에 따라 수정해주세요." + +demo: ## 데모 데이터 생성 + @echo "🎲 데모 데이터를 생성합니다..." + @echo "API 서버가 실행 중이어야 합니다." + curl -X POST "http://localhost:8000/api/v1/episodes/generate" \ + -H "Content-Type: application/json" \ + -d '{"num_episodes": 10, "max_steps": 8, "anchor_price": 100, "exploration_rate": 0.4}' + +status: ## 시스템 상태 확인 + @echo "📊 시스템 상태를 확인합니다..." + @echo "API 서버 상태:" + @curl -s http://localhost:8000/api/v1/health || echo "API 서버가 실행되지 않습니다." + @echo "\n프론트엔드 상태:" + @curl -s http://localhost:8501 >/dev/null && echo "프론트엔드가 실행 중입니다." || echo "프론트엔드가 실행되지 않습니다." diff --git a/README(2).md b/README(2).md new file mode 100644 index 0000000..e4ff557 --- /dev/null +++ b/README(2).md @@ -0,0 +1,134 @@ +# Q-Table 협상 전략 강화학습 데모 + +기업 간 협상 시뮬레이션을 위한 강화학습 에이전트의 Q-Table 기반 전략 학습 데모입니다. + +## 주요 기능 + +- ✅ Q-Table 기반 협상 전략 시뮬레이션 +- ✅ 보상함수 R(s,a) = W × (A/P) + (1-W) × End 정확한 구현 +- ✅ FQI (Fitted Q-Iteration) + CQL (Conservative Q-Learning) 시뮬레이션 +- ✅ 실시간 경험 데이터 수집 및 축적 +- ✅ Q-Table 학습 과정 시각화 +- ✅ 콜드 스타트 문제부터 학습된 정책까지 전체 여정 관찰 + +## 시스템 구성 + +### 백엔드 (FastAPI) +- RESTful API 서버 +- Q-Table 학습 엔진 +- 협상 환경 시뮬레이터 +- 경험 데이터 관리 + +### 프론트엔드 (Streamlit) +- 대화형 웹 인터페이스 +- 실시간 시각화 +- 단계별 학습 과정 관찰 + +## 설치 및 실행 + +### 1. 의존성 설치 +```bash +# Poetry를 사용한 설치 +poetry install + +# 또는 pip 사용 +pip install -r requirements.txt +``` + +### 2. 환경 설정 +```bash +# .env 파일 복사 및 수정 +cp .env.example .env +``` + +### 3. 백엔드 서버 실행 +```bash +# Poetry 사용 +poetry run uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload + +# 또는 직접 실행 +uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload +``` + +### 4. 프론트엔드 실행 +```bash +# Poetry 사용 +poetry run streamlit run frontend/app.py --server.port 8501 + +# 또는 직접 실행 +streamlit run frontend/app.py --server.port 8501 +``` + +### 5. 데모 접속 +- 프론트엔드: http://localhost:8501 +- API 문서: http://localhost:8000/docs + +## 핵심 개념 + +### 상태 공간 (State Space) +상태는 (현재 카드, 시나리오, 가격 구간)의 조합으로 구성됩니다: +- **카드**: C1, C2, C3, C4 (협상 전략 카드) +- **시나리오**: A, B, C, D (협상 상황별 가중치) +- **가격 구간**: PZ1, PZ2, PZ3 (목표가 대비 제안가 구간) + +### 보상함수 (Reward Function) +``` +R(s,a) = W × (A/P) + (1-W) × End +``` +- **A**: 앵커링 목표가 (구매자 목표 가격) +- **P**: 상대방 제안가 (판매자 제시 가격) +- **End**: 협상 종료 여부 (0 또는 1) +- **W**: 가중치 = (S_n + PZ_n) / 2 + +### 가중치 시스템 +- **시나리오별 가중치**: S_1=A, S_2=D, S_3=C, S_4=B +- **가격 구간별 가중치**: 목표가와 제안가 차이에 따른 영향도 + +## 학습 알고리즘 + +### 1. Q-Learning +전통적인 온라인 강화학습 알고리즘으로 실시간 Q-Table 업데이트 + +### 2. FQI (Fitted Q-Iteration) +배치 기반 오프라인 강화학습으로 수집된 경험 데이터 활용 + +### 3. CQL (Conservative Q-Learning) +분포 이동 문제를 해결하기 위한 보수적 Q-Learning + +## 데모 흐름 + +1. **콜드 스타트**: 초기 Q-Table 상태 (모든 값 0) +2. **데이터 수집**: 무작위 탐험을 통한 경험 데이터 축적 +3. **Q-Learning**: 수집된 데이터로 Q-Table 실시간 업데이트 +4. **FQI+CQL**: 오프라인 배치 학습 시뮬레이션 +5. **학습된 정책**: 최적화된 협상 전략 활용 + +## 기술 스택 + +- **Backend**: FastAPI, Uvicorn +- **Frontend**: Streamlit +- **Data**: Pandas, NumPy +- **Visualization**: Matplotlib, Seaborn, Plotly +- **Environment**: Poetry, python-dotenv +- **Testing**: Pytest + +## 프로젝트 구조 + +``` +qtable_negotiation_demo/ +├── app/ # FastAPI 백엔드 +│ ├── api/ # API 라우터 +│ ├── core/ # 핵심 설정 +│ ├── models/ # 데이터 모델 +│ └── services/ # 비즈니스 로직 +├── frontend/ # Streamlit 프론트엔드 +├── tests/ # 테스트 코드 +├── data/ # 데이터 파일 +├── pyproject.toml # Poetry 설정 +├── .env # 환경 변수 +└── README.md # 이 파일 +``` + +## 라이선스 + +이 프로젝트는 교육 및 데모 목적으로 제작되었습니다. diff --git a/REVIEW_REPORT.md b/REVIEW_REPORT.md new file mode 100644 index 0000000..d2e405e --- /dev/null +++ b/REVIEW_REPORT.md @@ -0,0 +1,161 @@ +# Q-Table 데모 프로젝트 검토 및 수정 보고서 + +## 검토 개요 +Q-Table 기반 협상 전략 강화학습 데모 프로젝트를 검토하고 실행 가능한 상태로 수정하였습니다. + +## 발견된 주요 문제점 + +### 1. 프로젝트 구조 불일치 +**문제**: README.md에서 언급된 디렉토리 구조와 실제 파일 구조가 일치하지 않음 +- 모든 파일이 루트 디렉토리에 평면적으로 배치됨 +- app/, frontend/ 등의 디렉토리가 존재하지 않음 + +**해결**: 올바른 디렉토리 구조로 재구성 +``` +qtable_project/ +├── app/ +│ ├── __init__.py +│ ├── main.py +│ ├── models/ +│ │ ├── __init__.py +│ │ └── schemas.py +│ ├── services/ +│ │ ├── __init__.py +│ │ ├── demo_service.py +│ │ ├── negotiation_env.py +│ │ ├── qtable_learner.py +│ │ └── fqi_cql.py +│ ├── api/ +│ │ ├── __init__.py +│ │ └── endpoints.py +│ └── core/ +│ ├── __init__.py +│ └── config.py +├── frontend/ +│ ├── __init__.py +│ └── app.py +├── run_api.py +├── run_frontend.py +├── run_both.py +├── test_basic.py +├── requirements.txt +├── pyproject.toml +├── .env +└── README.md +``` + +### 2. Import 경로 오류 +**문제**: 모든 파일에서 `from app.models.schemas import` 등의 import 경로가 실제 파일 구조와 맞지 않음 + +**해결**: 모든 파일의 import 경로를 올바르게 수정 +- `app/services/demo_service.py`: import 경로 수정 +- `app/services/qtable_learner.py`: import 경로 수정 +- `app/services/negotiation_env.py`: import 경로 수정 +- `app/api/endpoints.py`: import 경로 수정 +- `run_api.py`, `run_frontend.py`, `run_both.py`: import 경로 수정 + +### 3. 파일명 중복 문제 +**문제**: `main(1).py`, `__init__(1).py` 등 중복된 파일명 존재 + +**해결**: 파일명을 올바르게 정리 +- `main(1).py` → `app/main.py` +- `__init__(1).py` → `app/__init__.py` +- `__init__(2).py` → `app/models/__init__.py` +- 기타 __init__ 파일들을 적절한 위치로 이동 + +### 4. 환경 설정 파일 누락 +**문제**: `.env` 파일이 없어 환경 변수 로드 실패 가능성 + +**해결**: `env` 파일을 `.env`로 복사하여 환경 변수 설정 완료 + +## 수정 완료 사항 + +### ✅ 의존성 설치 +- `requirements.txt`의 모든 패키지 설치 완료 +- FastAPI, Streamlit, pandas, numpy 등 필수 패키지 정상 설치 + +### ✅ 프로젝트 구조 정리 +- 올바른 디렉토리 구조로 재구성 +- 모든 파일을 적절한 위치로 이동 + +### ✅ Import 경로 수정 +- 모든 Python 파일의 import 경로 수정 완료 +- 모듈 간 의존성 문제 해결 + +### ✅ 실행 테스트 성공 +- 모든 모듈 import 테스트 통과 +- FastAPI 서버 시작 테스트 성공 +- 기본 테스트 스크립트 실행 성공 + +## 실행 방법 + +### 1. API 서버 실행 +```bash +cd qtable_project +python3 run_api.py +``` +- 주소: http://localhost:8000 +- API 문서: http://localhost:8000/docs + +### 2. 프론트엔드 실행 +```bash +cd qtable_project +python3 run_frontend.py +``` +- 주소: http://localhost:8501 + +### 3. 통합 실행 (API + 프론트엔드) +```bash +cd qtable_project +python3 run_both.py +``` + +## 핵심 기능 확인 + +### ✅ Q-Table 학습 엔진 +- `QTableLearner` 클래스 정상 작동 +- 경험 데이터 수집 및 관리 기능 + +### ✅ 협상 환경 시뮬레이터 +- `NegotiationEnvironment` 클래스 정상 작동 +- 보상함수 R(s,a) = W × (A/P) + (1-W) × End 구현 + +### ✅ FQI+CQL 학습 +- `FQICQLLearner` 클래스 정상 작동 +- 오프라인 강화학습 기능 + +### ✅ FastAPI 백엔드 +- RESTful API 서버 정상 시작 +- 모든 엔드포인트 정상 로드 + +### ✅ Streamlit 프론트엔드 +- 웹 인터페이스 모듈 정상 로드 +- 실시간 시각화 기능 + +## 테스트 결과 + +### Import 테스트 +- ✅ schemas 모듈 import 성공 +- ✅ config 모듈 import 성공 +- ✅ negotiation_env 모듈 import 성공 +- ✅ demo_service 모듈 import 성공 +- ✅ FastAPI app import 성공 + +### 서버 실행 테스트 +- ✅ API 서버 정상 시작 (10초 테스트) +- ✅ Streamlit import 성공 +- ✅ 기본 테스트 스크립트 실행 성공 + +## 결론 + +**프로젝트가 성공적으로 수정되어 실행 가능한 상태가 되었습니다.** + +주요 수정 사항: +1. 프로젝트 구조를 README에 명시된 대로 정리 +2. 모든 import 경로 오류 수정 +3. 파일명 중복 문제 해결 +4. 환경 설정 파일 정리 +5. 의존성 설치 완료 + +이제 Q-Table 기반 협상 전략 강화학습 데모를 정상적으로 실행할 수 있습니다. + diff --git a/app/__init__.py b/app/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/app/__pycache__/__init__.cpython-311.pyc b/app/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..d475aa591f8c91edcd130f56a39f450fbf8a2039 GIT binary patch literal 152 zcmZ3^%ge<81hpT$GeGoX5CH>>P{wCAAY(d13PUi1CZpdBam&;sY}yBjX1K7*WIw6axUO0wSLP literal 0 HcmV?d00001 diff --git a/app/__pycache__/main.cpython-311.pyc b/app/__pycache__/main.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..0142a70ad99bd1510eefd71ed1dc2077115dcf06 GIT binary patch literal 5398 zcmb^#Yi|?T^^PBL-hm_}Kp(mrc2ykW3<+$@8e<9VvReeZ1dB5*yF#jEsZyn?Qkxk|M(ig(_1y704+w~B z&+)z2=bm%#dEIm7WZ>BlL&**B;t_|@eFSf86N|`R?!l+ 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@@ -0,0 +1,62 @@ +""" +애플리케이션 설정 관리 +""" +import os +from typing import List +from pydantic import BaseSettings +from dotenv import load_dotenv + +# .env 파일 로드 +load_dotenv() + + +class Settings(BaseSettings): + """애플리케이션 설정""" + + # API 서버 설정 + api_host: str = "localhost" + api_port: int = 8000 + + # 프론트엔드 설정 + frontend_host: str = "localhost" + frontend_port: int = 8501 + + # 강화학습 하이퍼파라미터 + default_learning_rate: float = 0.1 + default_discount_factor: float = 0.9 + default_epsilon: float = 0.1 + + # 협상 환경 설정 + default_anchor_price: int = 100 + max_episodes: int = 1000 + max_steps_per_episode: int = 10 + + # 로깅 설정 + log_level: str = "INFO" + log_file: str = "app.log" + + # CORS 설정 + allowed_origins: List[str] = ["http://localhost:8501", "http://127.0.0.1:8501"] + + def __init__(self, **kwargs): + super().__init__(**kwargs) + # 환경 변수로부터 값 로드 + self.api_host = os.getenv("API_HOST", self.api_host) + self.api_port = int(os.getenv("API_PORT", str(self.api_port))) + self.frontend_host = os.getenv("FRONTEND_HOST", self.frontend_host) + self.frontend_port = int(os.getenv("FRONTEND_PORT", str(self.frontend_port))) + self.default_learning_rate = float(os.getenv("DEFAULT_LEARNING_RATE", str(self.default_learning_rate))) + self.default_discount_factor = float(os.getenv("DEFAULT_DISCOUNT_FACTOR", str(self.default_discount_factor))) + self.default_epsilon = float(os.getenv("DEFAULT_EPSILON", str(self.default_epsilon))) + self.default_anchor_price = int(os.getenv("DEFAULT_ANCHOR_PRICE", str(self.default_anchor_price))) + self.max_episodes = int(os.getenv("MAX_EPISODES", str(self.max_episodes))) + self.max_steps_per_episode = int(os.getenv("MAX_STEPS_PER_EPISODE", str(self.max_steps_per_episode))) + self.log_level = os.getenv("LOG_LEVEL", self.log_level) + self.log_file = os.getenv("LOG_FILE", self.log_file) + + class Config: + env_file = ".env" + + +# 전역 설정 인스턴스 +settings = Settings() diff --git a/app/main.py b/app/main.py new file mode 100644 index 0000000..bd10b9d --- /dev/null +++ b/app/main.py @@ -0,0 +1,130 @@ +""" +FastAPI 메인 애플리케이션 +""" +import uvicorn +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware +from fastapi.responses import HTMLResponse + +from app.core.config import settings +from app.api.endpoints import router + +# FastAPI 앱 생성 +app = FastAPI( + title="Q-Table 협상 전략 데모 API", + description="기업 간 협상 시뮬레이션을 위한 강화학습 Q-Table 데모 API", + version="1.0.0", + docs_url="/docs", + redoc_url="/redoc" +) + +# CORS 설정 +app.add_middleware( + CORSMiddleware, + allow_origins=settings.allowed_origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +# API 라우터 등록 +app.include_router(router, prefix="/api/v1") + + +@app.get("/", response_class=HTMLResponse) +async def root(): + """루트 페이지""" + html_content = """ + + + + Q-Table 협상 전략 데모 API + + + +

🎯 Q-Table 협상 전략 데모 API

+ +
+

📋 API 문서

+
+
+ +
+

🚀 주요 기능

+
    +
  • 보상 계산: POST /api/v1/reward/calculate
  • +
  • 에피소드 생성: POST /api/v1/episodes/generate
  • +
  • Q-Learning 업데이트: POST /api/v1/learning/q-learning
  • +
  • FQI+CQL 학습: POST /api/v1/learning/fqi-cql
  • +
  • 행동 추천: POST /api/v1/action/recommend
  • +
  • 시스템 상태: GET /api/v1/status
  • +
+
+ +
+

📊 데이터 조회

+
    +
  • Q-Table: GET /api/v1/qtable
  • +
  • 경험 데이터: GET /api/v1/experiences
  • +
  • FQI+CQL 결과: GET /api/v1/fqi-cql
  • +
  • 정책 비교: GET /api/v1/compare/{state}
  • +
+
+ +
+

🔧 유틸리티

+
    +
  • 헬스 체크: GET /api/v1/health
  • +
  • 시스템 초기화: POST /api/v1/reset
  • +
  • 설정 조회: GET /api/v1/config
  • +
+
+ +
+

🎮 프론트엔드

+

Streamlit 기반 대화형 인터페이스: http://localhost:8501

+
+ +
+

📝 보상함수

+

R(s,a) = W × (A/P) + (1-W) × End

+
    +
  • W: 가중치 = (S_n + PZ_n) / 2
  • +
  • A: 앵커링 목표가
  • +
  • P: 상대방 제안가
  • +
  • End: 협상 종료 여부
  • +
+
+ + + """ + return html_content + + +def start_api(): + """API 서버 시작 (Poetry 스크립트용)""" + uvicorn.run( + "app.main:app", + host=settings.api_host, + port=settings.api_port, + reload=True + ) + + +if __name__ == "__main__": + uvicorn.run( + "app.main:app", + host=settings.api_host, + port=settings.api_port, + reload=True + ) diff --git a/app/models/__init__.py b/app/models/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/app/models/__pycache__/__init__.cpython-311.pyc b/app/models/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..b28b5b844d11273fc4f2105e61eed19ae8a4b54c GIT binary patch literal 159 zcmZ3^%ge<81hpT$GeGoX5CH>>P{wCAAY(d13PUi1CZpd&ryk0@&FAf`^U};XO cT@fqL2#_Vk{6OLZGb1D82L>2X#0(Sz0O#T*SpWb4 literal 0 HcmV?d00001 diff --git a/app/models/__pycache__/schemas.cpython-311.pyc b/app/models/__pycache__/schemas.cpython-311.pyc new file mode 100644 index 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ScenarioType(str, Enum): + """시나리오 타입""" + A = "A" # S_1 + B = "B" # S_4 + C = "C" # S_3 + D = "D" # S_2 + + +class PriceZoneType(str, Enum): + """가격 구간 타입""" + PZ1 = "PZ1" # P < A + PZ2 = "PZ2" # A < P < T + PZ3 = "PZ3" # T < P + + +class ExperienceData(BaseModel): + """경험 데이터 모델""" + state: str = Field(..., description="현재 상태") + action: CardType = Field(..., description="선택한 행동") + reward: float = Field(..., description="받은 보상") + next_state: str = Field(..., description="다음 상태") + done: bool = Field(..., description="에피소드 종료 여부") + timestamp: float = Field(..., description="타임스탬프") + metadata: Optional[Dict[str, Any]] = Field(default=None, description="추가 메타데이터") + + +class NegotiationState(BaseModel): + """협상 상태 모델""" + current_card: CardType = Field(..., description="현재 카드") + scenario: ScenarioType = Field(..., description="시나리오") + price_zone: PriceZoneType = Field(..., description="가격 구간") + + @property + def state_id(self) -> str: + """상태 ID 생성""" + return f"{self.current_card.value}{self.scenario.value}{self.price_zone.value}" + + +class RewardCalculationRequest(BaseModel): + """보상 계산 요청 모델""" + scenario: ScenarioType = Field(..., description="시나리오") + price_zone: PriceZoneType = Field(..., description="가격 구간") + anchor_price: float = Field(..., gt=0, description="목표가 (A)") + proposed_price: float = Field(..., gt=0, description="제안가 (P)") + is_end: bool = Field(..., description="협상 종료 여부") + + +class RewardCalculationResponse(BaseModel): + """보상 계산 응답 모델""" + reward: float = Field(..., description="계산된 보상") + weight: float = Field(..., description="가중치 W") + scenario_weight: float = Field(..., description="시나리오 가중치 S_n") + price_zone_weight: float = Field(..., description="가격구간 가중치 PZ_n") + price_ratio: float = Field(..., description="가격 비율 A/P") + formula_breakdown: str = Field(..., description="공식 분해") + + +class QTableState(BaseModel): + """Q-Table 상태 모델""" + q_table: Dict[str, Dict[str, float]] = Field(..., description="Q-Table 데이터") + update_count: int = Field(..., description="업데이트 횟수") + learning_rate: float = Field(..., description="학습률") + discount_factor: float = Field(..., description="할인율") + + +class EpisodeGenerationRequest(BaseModel): + """에피소드 생성 요청 모델""" + num_episodes: int = Field(..., ge=1, le=100, description="생성할 에피소드 수") + max_steps: int = Field(..., ge=1, le=20, description="에피소드당 최대 스텝") + anchor_price: float = Field(..., gt=0, description="목표가") + exploration_rate: float = Field(default=0.4, ge=0, le=1, description="탐험율") + + +class LearningUpdateRequest(BaseModel): + """학습 업데이트 요청 모델""" + learning_rate: float = Field(..., ge=0.001, le=1.0, description="학습률") + discount_factor: float = Field(..., ge=0.1, le=0.99, description="할인율") + batch_size: int = Field(default=32, ge=1, le=1000, description="배치 크기") + + +class FQICQLRequest(BaseModel): + """FQI+CQL 학습 요청 모델""" + alpha: float = Field(default=1.0, ge=0, description="CQL 보수성 파라미터") + gamma: float = Field(default=0.95, ge=0.1, le=0.99, description="할인율") + batch_size: int = Field(default=32, ge=1, le=1000, description="배치 크기") + num_iterations: int = Field(default=10, ge=1, le=100, description="반복 횟수") + + +class ActionRecommendationRequest(BaseModel): + """행동 추천 요청 모델""" + current_state: str = Field(..., description="현재 상태") + use_epsilon_greedy: bool = Field(default=False, description="엡실론 그리디 사용") + epsilon: float = Field(default=0.1, ge=0, le=1, description="엡실론 값") + + +class ActionRecommendationResponse(BaseModel): + """행동 추천 응답 모델""" + recommended_action: CardType = Field(..., description="추천 행동") + q_values: Dict[str, float] = Field(..., description="현재 상태의 Q값들") + confidence: float = Field(..., description="추천 신뢰도") + exploration: bool = Field(..., description="탐험 행동 여부") + + +class SystemStatus(BaseModel): + """시스템 상태 모델""" + total_experiences: int = Field(..., description="총 경험 데이터 수") + q_table_updates: int = Field(..., description="Q-Table 업데이트 횟수") + unique_states: int = Field(..., description="고유 상태 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zl)y$ZA+jiP(0u>_(~LUG?E3+Ye87*I&RYQVdlAjBk>P(w=1E%{X=+8V1KnOAPNa2wa& zOyi69AAGzvGqdvc$1DGIm%M(LuDd`lRo?BEufCM2HCJCwyx%$x|5d=jQ3&sRVl2l` zwky|jgCZVW-9s=W$*$}n*BFKN-sF&A@fFNOyBsKVK8bOE!R)~N&O&nsUXdl?hc{xN z7y>AQPUcoxAB0xg2W2vCTTIJ*l&XAv+6MiCrE zfTYijA-IeHMPBI%(lmy)A_yRO4FRfD(%YmohW-`-QZn~80&+T{u|c}L{wjtLph=G( zg)N_!e+6w@PTK|#g@Avzcfo_vqSb?sZ~!dZU9+cB#-a`r^pvA<_I%1$G+>OTnp%rS z44EizThWXm3*~TEDw7r@uuH3R;-e<;=Fb!FF1#*+SS_$tuNL?$y1^m^AUi<3yFJf>2(!`q}Np#s-sM{q76fo5{#&tbf$Uj{5OTI`->EWKXH8${?*P;E(nKC zl6WoHq1JU~JLY=u85Ei%6oA(0`f=XiEoc``-QBb>ENsV%5qx;11a-~OuWLTMFff1q z4p>PbS_}4CVAo)cO2AKb_ZFV$D|EsUZozH=EW1HLOMSbj!vsC$?Z|G*v=t2)qbY|s zy(!gJDNJhA0Ev?#?gduZ RewardCalculationResponse: + """보상 계산""" + reward, weight = self.env.calculate_reward( + scenario=request.scenario, + price_zone=request.price_zone, + anchor_price=request.anchor_price, + proposed_price=request.proposed_price, + is_end=request.is_end + ) + + # 시나리오 및 가격구간 가중치 + scenario_weight = self.env.scenario_weights[request.scenario] + price_zone_weight = self.env.price_zone_weights[request.price_zone] + + # 가격 비율 + price_ratio = request.anchor_price / request.proposed_price if request.proposed_price > 0 else float('inf') + + # 공식 분해 + formula_breakdown = ( + f"R(s,a) = W × (A/P) + (1-W) × End\n" + f"W = (S_n + PZ_n) / 2 = ({scenario_weight} + {price_zone_weight}) / 2 = {weight:.3f}\n" + f"A/P = {request.anchor_price}/{request.proposed_price} = {price_ratio:.3f}\n" + f"End = {1 if request.is_end else 0}\n" + f"R(s,a) = {weight:.3f} × {price_ratio:.3f} + {1-weight:.3f} × {1 if request.is_end else 0} = {reward:.3f}" + ) + + return RewardCalculationResponse( + reward=reward, + weight=weight, + scenario_weight=scenario_weight, + price_zone_weight=price_zone_weight, + price_ratio=price_ratio, + formula_breakdown=formula_breakdown + ) + + def generate_episodes(self, request: EpisodeGenerationRequest) -> Dict[str, Any]: + """에피소드 생성""" + new_experiences = 0 + episode_results = [] + + for episode in range(request.num_episodes): + episode_result = self._generate_single_episode( + max_steps=request.max_steps, + anchor_price=request.anchor_price, + exploration_rate=request.exploration_rate, + episode_id=self.episode_count + episode + ) + episode_results.append(episode_result) + new_experiences += episode_result['steps'] + + self.episode_count += request.num_episodes + + return { + "episodes_generated": request.num_episodes, + "new_experiences": new_experiences, + "episode_results": episode_results, + "total_episodes": self.episode_count + } + + def _generate_single_episode( + self, + max_steps: int, + anchor_price: float, + exploration_rate: float, + episode_id: int + ) -> Dict[str, Any]: + """단일 에피소드 생성""" + # 초기 상태 + current_state = "C0S0P0" + scenario = random.choice(list(ScenarioType)) + + episode_reward = 0.0 + steps = 0 + success = False + + for step in range(max_steps): + # 행동 선택 (epsilon-greedy) + if random.random() < exploration_rate: + action = random.choice(self.actions) + is_exploration = True + else: + action = self.q_learner.get_optimal_action(current_state) + is_exploration = False + + # 환경 응답 + proposed_price = self.env.simulate_opponent_response( + current_card=action, + scenario=scenario, + anchor_price=anchor_price, + step=step + ) + + # 가격 구간 결정 + price_zone = self.env.get_price_zone(proposed_price, anchor_price) + + # 다음 상태 + next_state = f"{action.value}{scenario.value}{price_zone.value}" + + # 종료 조건 확인 + is_done = self.env.is_negotiation_successful(proposed_price, anchor_price) or (step >= max_steps - 1) + if self.env.is_negotiation_successful(proposed_price, anchor_price): + success = True + + # 보상 계산 + reward, weight = self.env.calculate_reward( + scenario=scenario, + price_zone=price_zone, + anchor_price=anchor_price, + proposed_price=proposed_price, + is_end=is_done + ) + + # 경험 저장 + metadata = { + 'episode': episode_id, + 'step': step, + 'scenario': scenario.value, + 'proposed_price': proposed_price, + 'weight': weight, + 'is_exploration': is_exploration, + 'anchor_price': anchor_price + } + + self.experience_buffer.add_experience( + state=current_state, + action=action, + reward=reward, + next_state=next_state, + done=is_done, + metadata=metadata + ) + + episode_reward += reward + steps += 1 + current_state = next_state + + if is_done: + break + + return { + 'episode_id': episode_id, + 'steps': steps, + 'total_reward': episode_reward, + 'success': success, + 'final_price': proposed_price if 'proposed_price' in locals() else anchor_price, + 'scenario': scenario.value + } + + def update_q_learning(self, learning_rate: float, discount_factor: float, batch_size: int) -> Dict[str, Any]: + """Q-Learning 업데이트""" + # 하이퍼파라미터 설정 + self.q_learner.set_hyperparameters( + learning_rate=learning_rate, + discount_factor=discount_factor + ) + + # 경험 데이터 가져오기 + experiences = self.experience_buffer.get_experiences() + if not experiences: + return {"message": "No experience data available", "updates": 0} + + # 배치 샘플링 + if len(experiences) > batch_size: + batch = self.experience_buffer.sample_batch(batch_size) + else: + batch = experiences + + # 배치 업데이트 + result = self.q_learner.batch_update(batch) + + return { + "message": "Q-Learning update completed", + "batch_size": len(batch), + "updates": result["updates"], + "avg_td_error": result["avg_td_error"], + "total_updates": self.q_learner.update_count + } + + def run_fqi_cql(self, alpha: float, gamma: float, batch_size: int, num_iterations: int) -> Dict[str, Any]: + """FQI+CQL 실행""" + # 하이퍼파라미터 설정 + self.fqi_cql_learner.set_hyperparameters( + alpha=alpha, + gamma=gamma + ) + + # 경험 데이터 가져오기 + experiences = self.experience_buffer.get_experiences() + if not experiences: + return {"message": "No experience data available", "iterations": 0} + + # 배치 샘플링 + if len(experiences) > batch_size: + batch = self.experience_buffer.sample_batch(batch_size) + else: + batch = experiences + + # FQI+CQL 학습 + result = self.fqi_cql_learner.train_multiple_iterations( + experience_batch=batch, + num_iterations=num_iterations + ) + + # 정책 비교 + policy_comparison = self.fqi_cql_learner.compare_with_behavior_policy(batch) + + return { + "message": "FQI+CQL training completed", + "training_result": result, + "policy_comparison": policy_comparison, + "batch_size": len(batch) + } + + def get_action_recommendation(self, request: ActionRecommendationRequest) -> ActionRecommendationResponse: + """행동 추천""" + # Q값들 가져오기 + q_values = self.q_learner.get_state_q_values(request.current_state) + + # 행동 선택 + if request.use_epsilon_greedy: + action, is_exploration = self.q_learner.select_action( + state=request.current_state, + use_epsilon_greedy=True + ) + # 임시로 epsilon 설정 + original_epsilon = self.q_learner.epsilon + self.q_learner.epsilon = request.epsilon + action, is_exploration = self.q_learner.select_action( + state=request.current_state, + use_epsilon_greedy=True + ) + self.q_learner.epsilon = original_epsilon + else: + action = self.q_learner.get_optimal_action(request.current_state) + is_exploration = False + + # 신뢰도 계산 (Q값 분산 기반) + if q_values and len(q_values) > 1: + q_vals = list(q_values.values()) + max_q = max(q_vals) + q_range = max(q_vals) - min(q_vals) + confidence = max_q / (q_range + 1e-8) if q_range > 0 else 1.0 + confidence = min(confidence, 1.0) + else: + confidence = 0.0 + + return ActionRecommendationResponse( + recommended_action=action, + q_values=q_values, + confidence=confidence, + exploration=is_exploration + ) + + def get_system_status(self) -> SystemStatus: + """시스템 상태 조회""" + exp_df = self.experience_buffer.get_dataframe() + + if not exp_df.empty: + avg_reward = exp_df['reward'].mean() + success_count = exp_df['done'].sum() + success_rate = success_count / len(exp_df) if len(exp_df) > 0 else 0.0 + unique_states = exp_df['state'].nunique() + else: + avg_reward = 0.0 + success_rate = 0.0 + unique_states = 0 + + return SystemStatus( + total_experiences=self.experience_buffer.size(), + q_table_updates=self.q_learner.update_count, + unique_states=unique_states, + average_reward=avg_reward, + success_rate=success_rate, + last_update=time.time() + ) + + def get_q_table(self) -> Dict[str, Any]: + """Q-Table 데이터 반환""" + q_table_df = self.q_learner.get_q_table_copy() + stats = self.q_learner.get_learning_statistics() + + return { + "q_table": q_table_df.to_dict(), + "statistics": stats, + "update_count": self.q_learner.update_count, + "hyperparameters": { + "learning_rate": self.q_learner.learning_rate, + "discount_factor": self.q_learner.discount_factor, + "epsilon": self.q_learner.epsilon + } + } + + def get_fqi_cql_results(self) -> Dict[str, Any]: + """FQI+CQL 결과 반환""" + q_network_df = self.fqi_cql_learner.get_q_network_copy() + stats = self.fqi_cql_learner.get_training_statistics() + + return { + "q_network": q_network_df.to_dict(), + "statistics": stats, + "batch_count": self.fqi_cql_learner.batch_count, + "hyperparameters": { + "alpha": self.fqi_cql_learner.alpha, + "gamma": self.fqi_cql_learner.gamma, + "learning_rate": self.fqi_cql_learner.learning_rate + } + } + + def get_experience_data(self) -> Dict[str, Any]: + """경험 데이터 반환""" + exp_df = self.experience_buffer.get_dataframe() + + if not exp_df.empty: + # 기본 통계 + stats = { + "total_count": len(exp_df), + "avg_reward": exp_df['reward'].mean(), + "reward_std": exp_df['reward'].std(), + "success_rate": exp_df['done'].sum() / len(exp_df), + "unique_states": exp_df['state'].nunique(), + "unique_actions": exp_df['action'].nunique() + } + + # 최근 데이터 + recent_data = exp_df.tail(20).to_dict('records') + else: + stats = { + "total_count": 0, + "avg_reward": 0.0, + "reward_std": 0.0, + "success_rate": 0.0, + "unique_states": 0, + "unique_actions": 0 + } + recent_data = [] + + return { + "statistics": stats, + "recent_data": recent_data, + "buffer_size": self.experience_buffer.size(), + "max_size": self.experience_buffer.max_size + } + + def reset_all(self): + """모든 학습 상태 초기화""" + self.experience_buffer.clear() + self.q_learner.reset() + self.fqi_cql_learner.reset() + self.episode_count = 0 + self.start_time = time.time() + + def compare_policies(self, state: str) -> Dict[str, Any]: + """Q-Learning과 FQI+CQL 정책 비교""" + # Q-Learning 정책 + q_learning_action = self.q_learner.get_optimal_action(state) + q_learning_values = self.q_learner.get_state_q_values(state) + + # FQI+CQL 정책 + fqi_cql_action = self.fqi_cql_learner.get_optimal_action(state) + fqi_cql_values = self.fqi_cql_learner.get_state_q_values(state) + + # 정책 일치 여부 + policy_agreement = (q_learning_action == fqi_cql_action) + + # Q값 차이 + q_value_differences = {} + for action_name in q_learning_values: + diff = abs(q_learning_values[action_name] - fqi_cql_values.get(action_name, 0.0)) + q_value_differences[action_name] = diff + + return { + "state": state, + "q_learning": { + "action": q_learning_action.value, + "q_values": q_learning_values + }, + "fqi_cql": { + "action": fqi_cql_action.value, + "q_values": fqi_cql_values + }, + "policy_agreement": policy_agreement, + "q_value_differences": q_value_differences, + "max_difference": max(q_value_differences.values()) if q_value_differences else 0.0 + } + + +# 전역 서비스 인스턴스 +demo_service = DemoService() diff --git a/app/services/fqi_cql.py b/app/services/fqi_cql.py new file mode 100644 index 0000000..7274181 --- /dev/null +++ b/app/services/fqi_cql.py @@ -0,0 +1,313 @@ +""" +FQI (Fitted Q-Iteration) + CQL (Conservative Q-Learning) 서비스 +""" +import pandas as pd +import numpy as np +import time +from typing import Dict, List, Any, Optional +from app.models.schemas import CardType, ExperienceData + + +class FQICQLLearner: + """FQI + CQL 학습 엔진""" + + def __init__( + self, + states: List[str], + actions: List[CardType], + alpha: float = 1.0, # CQL 보수성 파라미터 + gamma: float = 0.95, # 할인율 + learning_rate: float = 0.01 + ): + self.states = states + self.actions = actions + self.alpha = alpha + self.gamma = gamma + self.learning_rate = learning_rate + + # Q-네트워크 시뮬레이션 (실제로는 신경망이지만 여기서는 테이블로 구현) + action_names = [action.value for action in actions] + self.q_network = pd.DataFrame( + np.random.uniform(0, 0.1, (len(states), len(actions))), + index=states, + columns=action_names + ) + + # 학습 기록 + self.training_history = [] + self.batch_count = 0 + + def fitted_q_iteration(self, experience_batch: List[ExperienceData]) -> Dict[str, float]: + """ + FQI 배치 학습 수행 + + Args: + experience_batch: 경험 데이터 배치 + + Returns: + 학습 결과 통계 + """ + if not experience_batch: + return {"bellman_loss": 0.0, "cql_penalty": 0.0, "batch_size": 0} + + bellman_losses = [] + cql_penalties = [] + + for exp in experience_batch: + state = exp.state + action = exp.action + reward = exp.reward + next_state = exp.next_state + done = exp.done + + if state not in self.q_network.index: + continue + + # Bellman Target 계산 + if done or next_state not in self.q_network.index: + target = reward + else: + target = reward + self.gamma * self.q_network.loc[next_state].max() + + current_q = self.q_network.loc[state, action.value] + + # Bellman Error + bellman_error = (current_q - target) ** 2 + bellman_losses.append(bellman_error) + + # CQL Conservative Penalty 계산 + # 데이터셋에 있는 행동 vs 모든 가능한 행동의 Q값 차이 + all_q_values = self.q_network.loc[state] + dataset_q = current_q + + # 보수적 추정: 데이터에 없는 행동의 Q값을 낮게 유지 + ood_q_values = [] # Out-of-Distribution Q값들 + for other_action in self.actions: + if other_action != action: # 현재 행동이 아닌 다른 행동들 + ood_q_values.append(all_q_values[other_action.value]) + + if ood_q_values: + max_ood_q = max(ood_q_values) + cql_penalty = self.alpha * max(0, max_ood_q - dataset_q) + else: + cql_penalty = 0.0 + + cql_penalties.append(cql_penalty) + + # 네트워크 업데이트 (간단한 그래디언트 스텝) + # 실제로는 신경망 역전파이지만, 여기서는 직접 업데이트 + gradient = self.learning_rate * (target - current_q) + conservative_gradient = self.learning_rate * cql_penalty + + # 벨만 오차 최소화 + CQL 페널티 적용 + update = gradient - conservative_gradient + self.q_network.loc[state, action.value] += update + + # 학습 기록 저장 + avg_bellman_loss = np.mean(bellman_losses) if bellman_losses else 0.0 + avg_cql_penalty = np.mean(cql_penalties) if cql_penalties else 0.0 + + self.training_history.append({ + 'batch': self.batch_count, + 'avg_bellman_loss': avg_bellman_loss, + 'avg_cql_penalty': avg_cql_penalty, + 'batch_size': len(experience_batch), + 'timestamp': time.time() + }) + + self.batch_count += 1 + + return { + "bellman_loss": avg_bellman_loss, + "cql_penalty": avg_cql_penalty, + "batch_size": len(experience_batch) + } + + def train_multiple_iterations( + self, + experience_batch: List[ExperienceData], + num_iterations: int = 10 + ) -> Dict[str, Any]: + """ + 여러 번의 FQI 반복 수행 + + Args: + experience_batch: 경험 데이터 배치 + num_iterations: 반복 횟수 + + Returns: + 전체 학습 결과 통계 + """ + iteration_results = [] + + for i in range(num_iterations): + # 각 반복에서 배치를 셔플 + shuffled_batch = np.random.permutation(experience_batch).tolist() + result = self.fitted_q_iteration(shuffled_batch) + + iteration_results.append({ + 'iteration': i, + **result + }) + + # 전체 통계 계산 + return { + 'total_iterations': num_iterations, + 'avg_bellman_loss': np.mean([r['bellman_loss'] for r in iteration_results]), + 'avg_cql_penalty': np.mean([r['cql_penalty'] for r in iteration_results]), + 'final_bellman_loss': iteration_results[-1]['bellman_loss'] if iteration_results else 0.0, + 'final_cql_penalty': iteration_results[-1]['cql_penalty'] if iteration_results else 0.0, + 'iteration_details': iteration_results + } + + def get_q_value(self, state: str, action: CardType) -> float: + """Q값 조회""" + if state in self.q_network.index: + return self.q_network.loc[state, action.value] + return 0.0 + + def get_optimal_action(self, state: str) -> CardType: + """현재 상태에서 최적 행동 선택""" + if state not in self.q_network.index: + import random + return random.choice(self.actions) + + q_values = self.q_network.loc[state] + best_action_name = q_values.idxmax() + + for action in self.actions: + if action.value == best_action_name: + return action + + import random + return random.choice(self.actions) + + def get_state_q_values(self, state: str) -> Dict[str, float]: + """특정 상태의 Q값들 반환""" + if state not in self.q_network.index: + return {action.value: 0.0 for action in self.actions} + + return self.q_network.loc[state].to_dict() + + def get_q_network_copy(self) -> pd.DataFrame: + """Q-네트워크 복사본 반환""" + return self.q_network.copy() + + def compare_with_behavior_policy( + self, + experience_batch: List[ExperienceData] + ) -> Dict[str, Any]: + """ + 학습된 정책과 행동 정책(데이터 수집 정책) 비교 + + Args: + experience_batch: 경험 데이터 배치 + + Returns: + 정책 비교 결과 + """ + if not experience_batch: + return {"policy_divergence": 0.0, "action_agreement": 0.0} + + agreements = 0 + total_comparisons = 0 + q_value_differences = [] + + for exp in experience_batch: + state = exp.state + behavior_action = exp.action # 데이터 수집 시 선택된 행동 + + if state not in self.q_network.index: + continue + + # 현재 학습된 정책의 최적 행동 + learned_action = self.get_optimal_action(state) + + # 행동 일치 여부 + if behavior_action == learned_action: + agreements += 1 + + # Q값 차이 계산 + behavior_q = self.get_q_value(state, behavior_action) + learned_q = self.get_q_value(state, learned_action) + q_value_differences.append(abs(learned_q - behavior_q)) + + total_comparisons += 1 + + if total_comparisons == 0: + return {"policy_divergence": 0.0, "action_agreement": 0.0} + + action_agreement = agreements / total_comparisons + avg_q_difference = np.mean(q_value_differences) + + return { + "policy_divergence": avg_q_difference, + "action_agreement": action_agreement, + "total_comparisons": total_comparisons, + "agreements": agreements + } + + def get_training_statistics(self) -> Dict[str, Any]: + """학습 통계 반환""" + if not self.training_history: + return { + "total_batches": 0, + "avg_bellman_loss": 0.0, + "avg_cql_penalty": 0.0, + "convergence_trend": "unknown" + } + + recent_history = self.training_history[-10:] # 최근 10개 배치 + + # 수렴 경향 분석 + if len(self.training_history) >= 5: + recent_losses = [h['avg_bellman_loss'] for h in self.training_history[-5:]] + if all(recent_losses[i] >= recent_losses[i+1] for i in range(len(recent_losses)-1)): + convergence_trend = "improving" + elif all(recent_losses[i] <= recent_losses[i+1] for i in range(len(recent_losses)-1)): + convergence_trend = "deteriorating" + else: + convergence_trend = "fluctuating" + else: + convergence_trend = "insufficient_data" + + return { + "total_batches": self.batch_count, + "avg_bellman_loss": np.mean([h['avg_bellman_loss'] for h in recent_history]), + "avg_cql_penalty": np.mean([h['avg_cql_penalty'] for h in recent_history]), + "convergence_trend": convergence_trend, + "q_network_stats": { + "min": float(self.q_network.min().min()), + "max": float(self.q_network.max().max()), + "mean": float(self.q_network.mean().mean()), + "std": float(self.q_network.std().mean()) + } + } + + def reset(self): + """학습 상태 초기화""" + # Q-네트워크 재초기화 + action_names = [action.value for action in self.actions] + self.q_network = pd.DataFrame( + np.random.uniform(0, 0.1, (len(self.states), len(self.actions))), + index=self.states, + columns=action_names + ) + + # 기록 초기화 + self.training_history.clear() + self.batch_count = 0 + + def set_hyperparameters( + self, + alpha: Optional[float] = None, + gamma: Optional[float] = None, + learning_rate: Optional[float] = None + ): + """하이퍼파라미터 설정""" + if alpha is not None: + self.alpha = alpha + if gamma is not None: + self.gamma = gamma + if learning_rate is not None: + self.learning_rate = learning_rate diff --git a/app/services/negotiation_env.py b/app/services/negotiation_env.py new file mode 100644 index 0000000..3b1e1b6 --- /dev/null +++ b/app/services/negotiation_env.py @@ -0,0 +1,222 @@ +""" +협상 환경 시뮬레이터 서비스 +""" +import random +import numpy as np +from typing import Dict, Tuple, Optional +from app.models.schemas import ScenarioType, PriceZoneType, CardType + + +class NegotiationEnvironment: + """협상 환경 시뮬레이터""" + + def __init__(self): + # 문서 기준 가중치 설정 + self.scenario_weights = { + ScenarioType.A: 1.0, # S_1 = A + ScenarioType.D: 0.75, # S_2 = D + ScenarioType.C: 0.5, # S_3 = C + ScenarioType.B: 0.25 # S_4 = B + } + + self.price_zone_weights = { + PriceZoneType.PZ1: 0.1, # P < A (가장 좋은 구간) + PriceZoneType.PZ2: 0.5, # A < P < T (중간 구간) + PriceZoneType.PZ3: 1.0 # T < P (나쁜 구간) + } + + # 카드별 협상 효과 (시뮬레이션용) + self.card_effects = { + CardType.C1: {"price_multiplier": 1.2, "success_rate": 0.3}, + CardType.C2: {"price_multiplier": 1.1, "success_rate": 0.5}, + CardType.C3: {"price_multiplier": 1.0, "success_rate": 0.7}, + CardType.C4: {"price_multiplier": 0.9, "success_rate": 0.8} + } + + # 시나리오별 협상 난이도 + self.scenario_difficulty = { + ScenarioType.A: 1.3, # 가장 어려운 협상 + ScenarioType.B: 1.1, # 보통 난이도 + ScenarioType.C: 0.95, # 쉬운 협상 + ScenarioType.D: 0.85 # 가장 쉬운 협상 + } + + def calculate_reward( + self, + scenario: ScenarioType, + price_zone: PriceZoneType, + anchor_price: float, + proposed_price: float, + is_end: bool + ) -> Tuple[float, float]: + """ + 보상함수 계산: R(s,a) = W × (A/P) + (1-W) × End + + Args: + scenario: 시나리오 타입 + price_zone: 가격 구간 + anchor_price: 목표가 (A) + proposed_price: 제안가 (P) + is_end: 협상 종료 여부 + + Returns: + (reward, weight): 보상값과 가중치 + """ + s_n = self.scenario_weights[scenario] + pz_n = self.price_zone_weights[price_zone] + + # 가중치 계산: W = (S_n + PZ_n) / 2 + w = (s_n + pz_n) / 2 + + # 가격 비율 계산 (0으로 나누기 방지) + if proposed_price == 0: + price_ratio = float('inf') + else: + price_ratio = anchor_price / proposed_price + + # 보상 계산 + reward = w * price_ratio + (1 - w) * (1 if is_end else 0) + + return reward, w + + def get_price_zone( + self, + price: float, + anchor_price: float, + threshold_multiplier: float = 1.2 + ) -> PriceZoneType: + """ + 가격에 따른 구간 결정 + + Args: + price: 제안 가격 + anchor_price: 목표가 + threshold_multiplier: 임계값 배수 + + Returns: + 가격 구간 + """ + threshold = anchor_price * threshold_multiplier + + if price <= anchor_price: + return PriceZoneType.PZ1 # 목표가 이하 (좋음) + elif price <= threshold: + return PriceZoneType.PZ2 # 목표가와 임계값 사이 (보통) + else: + return PriceZoneType.PZ3 # 임계값 이상 (나쁨) + + def simulate_opponent_response( + self, + current_card: CardType, + scenario: ScenarioType, + anchor_price: float, + step: int = 0 + ) -> float: + """ + 상대방 응답 시뮬레이션 + + Args: + current_card: 현재 사용한 카드 + scenario: 현재 시나리오 + anchor_price: 목표가 + step: 현재 협상 단계 + + Returns: + 상대방 제안 가격 + """ + # 카드 효과 + card_effect = self.card_effects[current_card]["price_multiplier"] + + # 시나리오 난이도 + scenario_difficulty = self.scenario_difficulty[scenario] + + # 협상 진행에 따른 양보 (단계가 늘어날수록 가격 하락) + step_discount = 1.0 - (step * 0.05) + step_discount = max(step_discount, 0.7) # 최소 30% 할인 + + # 기본 가격 계산 + base_multiplier = card_effect * scenario_difficulty * step_discount + + # 랜덤 노이즈 추가 (현실적 변동성) + noise = np.random.uniform(0.85, 1.15) + + # 최종 제안 가격 + proposed_price = anchor_price * base_multiplier * noise + + # 최소 가격 보장 (목표가의 70% 이상) + min_price = anchor_price * 0.7 + proposed_price = max(proposed_price, min_price) + + return round(proposed_price, 2) + + def is_negotiation_successful( + self, + proposed_price: float, + anchor_price: float, + tolerance: float = 0.05 + ) -> bool: + """ + 협상 성공 여부 판단 + + Args: + proposed_price: 제안 가격 + anchor_price: 목표가 + tolerance: 허용 오차 (5%) + + Returns: + 협상 성공 여부 + """ + success_threshold = anchor_price * (1 + tolerance) + return proposed_price <= success_threshold + + def get_all_states(self) -> list[str]: + """모든 가능한 상태 목록 반환""" + states = ["C0S0P0"] # 초기 상태 + + for card in CardType: + for scenario in ScenarioType: + for price_zone in PriceZoneType: + state_id = f"{card.value}{scenario.value}{price_zone.value}" + states.append(state_id) + + return states + + def get_all_actions(self) -> list[CardType]: + """모든 가능한 행동 목록 반환""" + return list(CardType) + + def parse_state(self, state_id: str) -> Optional[Dict[str, str]]: + """ + 상태 ID를 파싱하여 구성 요소 반환 + + Args: + state_id: 상태 ID (예: "C1APZ1") + + Returns: + 상태 구성 요소 딕셔너리 또는 None + """ + if state_id == "C0S0P0": + return {"card": "C0", "scenario": "S0", "price_zone": "P0"} + + if len(state_id) != 6: # 예: C1APZ1 (6글자) + return None + + try: + card = state_id[:2] # C1 + scenario = state_id[2] # A + price_zone = state_id[3:] # PZ1 + + # 유효성 검사 + if (card in [c.value for c in CardType] and + scenario in [s.value for s in ScenarioType] and + price_zone in [pz.value for pz in PriceZoneType]): + + return { + "card": card, + "scenario": scenario, + "price_zone": price_zone + } + except: + pass + + return None diff --git a/app/services/qtable_learner.py b/app/services/qtable_learner.py new file mode 100644 index 0000000..c0f75ef --- /dev/null +++ b/app/services/qtable_learner.py @@ -0,0 +1,293 @@ +""" +Q-Table 학습 엔진 서비스 +""" +import pandas as pd +import numpy as np +import random +import time +from typing import Dict, List, Optional, Tuple, Any +from collections import deque +from app.models.schemas import CardType, ExperienceData + + +class ExperienceBuffer: + """경험 데이터 저장 및 관리""" + + def __init__(self, max_size: int = 10000): + self.buffer = deque(maxlen=max_size) + self.max_size = max_size + + def add_experience( + self, + state: str, + action: CardType, + reward: float, + next_state: str, + done: bool, + metadata: Optional[Dict[str, Any]] = None + ): + """경험 데이터 추가""" + experience = ExperienceData( + state=state, + action=action, + reward=reward, + next_state=next_state, + done=done, + timestamp=time.time(), + metadata=metadata or {} + ) + self.buffer.append(experience) + + def get_experiences(self) -> List[ExperienceData]: + """모든 경험 데이터 반환""" + return list(self.buffer) + + def get_dataframe(self) -> pd.DataFrame: + """경험 데이터를 DataFrame으로 반환""" + if not self.buffer: + return pd.DataFrame() + + data = [] + for exp in self.buffer: + data.append({ + 'state': exp.state, + 'action': exp.action.value, + 'reward': exp.reward, + 'next_state': exp.next_state, + 'done': exp.done, + 'timestamp': exp.timestamp, + **exp.metadata + }) + return pd.DataFrame(data) + + def sample_batch(self, batch_size: int = 32) -> List[ExperienceData]: + """배치 샘플링""" + if len(self.buffer) <= batch_size: + return list(self.buffer) + + indices = np.random.choice(len(self.buffer), batch_size, replace=False) + return [self.buffer[i] for i in indices] + + def clear(self): + """버퍼 초기화""" + self.buffer.clear() + + def size(self) -> int: + """버퍼 크기 반환""" + return len(self.buffer) + + +class QTableLearner: + """Q-Table 학습 엔진""" + + def __init__( + self, + states: List[str], + actions: List[CardType], + learning_rate: float = 0.1, + discount_factor: float = 0.9, + epsilon: float = 0.1 + ): + self.states = states + self.actions = actions + self.learning_rate = learning_rate + self.discount_factor = discount_factor + self.epsilon = epsilon + + # Q-Table 초기화 (모든 값 0) + action_names = [action.value for action in actions] + self.q_table = pd.DataFrame( + 0.0, + index=states, + columns=action_names + ) + + # 학습 기록 + self.learning_history = [] + self.update_count = 0 + self.total_reward = 0.0 + + def get_q_value(self, state: str, action: CardType) -> float: + """Q값 조회""" + if state in self.q_table.index: + return self.q_table.loc[state, action.value] + return 0.0 + + def set_q_value(self, state: str, action: CardType, value: float): + """Q값 설정""" + if state in self.q_table.index: + self.q_table.loc[state, action.value] = value + + def get_optimal_action(self, state: str) -> CardType: + """현재 상태에서 최적 행동 선택 (그리디)""" + if state not in self.q_table.index: + return random.choice(self.actions) + + q_values = self.q_table.loc[state] + best_action_name = q_values.idxmax() + + # CardType으로 변환 + for action in self.actions: + if action.value == best_action_name: + return action + + return random.choice(self.actions) + + def select_action(self, state: str, use_epsilon_greedy: bool = True) -> Tuple[CardType, bool]: + """ + 행동 선택 (엡실론 그리디 또는 그리디) + + Returns: + (action, is_exploration): 선택된 행동과 탐험 여부 + """ + if use_epsilon_greedy and random.random() < self.epsilon: + # 탐험: 무작위 행동 + return random.choice(self.actions), True + else: + # 활용: 최적 행동 + return self.get_optimal_action(state), False + + def update_q_value( + self, + state: str, + action: CardType, + reward: float, + next_state: str, + done: bool + ) -> float: + """ + Q-Learning 업데이트 규칙 적용 + Q(s,a) ← Q(s,a) + α[r + γ max Q(s',a') - Q(s,a)] + + Returns: + TD 오차 + """ + if state not in self.q_table.index: + return 0.0 + + current_q = self.get_q_value(state, action) + + if done or next_state not in self.q_table.index: + target = reward + else: + max_next_q = self.q_table.loc[next_state].max() + target = reward + self.discount_factor * max_next_q + + # TD 오차 계산 + td_error = target - current_q + + # Q값 업데이트 + new_q = current_q + self.learning_rate * td_error + self.set_q_value(state, action, new_q) + + # 학습 기록 저장 + self.learning_history.append({ + 'update': self.update_count, + 'state': state, + 'action': action.value, + 'old_q': current_q, + 'new_q': new_q, + 'reward': reward, + 'target': target, + 'td_error': abs(td_error), + 'timestamp': time.time() + }) + + self.update_count += 1 + self.total_reward += reward + + return td_error + + def batch_update(self, experiences: List[ExperienceData]) -> Dict[str, float]: + """배치 업데이트""" + if not experiences: + return {"avg_td_error": 0.0, "updates": 0} + + td_errors = [] + updates = 0 + + for exp in experiences: + td_error = self.update_q_value( + exp.state, + exp.action, + exp.reward, + exp.next_state, + exp.done + ) + if abs(td_error) > 1e-8: # 의미있는 업데이트만 카운트 + td_errors.append(abs(td_error)) + updates += 1 + + return { + "avg_td_error": np.mean(td_errors) if td_errors else 0.0, + "updates": updates, + "total_experiences": len(experiences) + } + + def get_q_table_copy(self) -> pd.DataFrame: + """Q-Table 복사본 반환""" + return self.q_table.copy() + + def get_state_q_values(self, state: str) -> Dict[str, float]: + """특정 상태의 Q값들 반환""" + if state not in self.q_table.index: + return {action.value: 0.0 for action in self.actions} + + return self.q_table.loc[state].to_dict() + + def get_learning_statistics(self) -> Dict[str, Any]: + """학습 통계 반환""" + if not self.learning_history: + return { + "total_updates": 0, + "avg_td_error": 0.0, + "avg_reward": 0.0, + "q_table_sparsity": 1.0 + } + + recent_history = self.learning_history[-100:] # 최근 100개 + + # Q-Table 희소성 계산 (0이 아닌 값의 비율) + non_zero_values = (self.q_table != 0).sum().sum() + total_values = self.q_table.size + sparsity = 1.0 - (non_zero_values / total_values) + + return { + "total_updates": self.update_count, + "avg_td_error": np.mean([h['td_error'] for h in recent_history]), + "avg_reward": np.mean([h['reward'] for h in recent_history]), + "q_table_sparsity": sparsity, + "q_value_range": { + "min": float(self.q_table.min().min()), + "max": float(self.q_table.max().max()), + "mean": float(self.q_table.mean().mean()) + } + } + + def reset(self): + """학습 상태 초기화""" + # Q-Table을 0으로 초기화 + self.q_table = pd.DataFrame( + 0.0, + index=self.states, + columns=[action.value for action in self.actions] + ) + + # 기록 초기화 + self.learning_history.clear() + self.update_count = 0 + self.total_reward = 0.0 + + def set_hyperparameters( + self, + learning_rate: Optional[float] = None, + discount_factor: Optional[float] = None, + epsilon: Optional[float] = None + ): + """하이퍼파라미터 설정""" + if learning_rate is not None: + self.learning_rate = learning_rate + if discount_factor is not None: + self.discount_factor = discount_factor + if epsilon is not None: + self.epsilon = epsilon diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..68808e2 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,35 @@ +version: '3.8' + +services: + api: + build: . + ports: + - "8000:8000" + environment: + - API_HOST=0.0.0.0 + - API_PORT=8000 + command: python run_api.py + healthcheck: + test: ["CMD", "curl", "-f", "http://localhost:8000/api/v1/health"] + interval: 30s + timeout: 10s + retries: 3 + + frontend: + build: . + ports: + - "8501:8501" + environment: + - FRONTEND_HOST=0.0.0.0 + - FRONTEND_PORT=8501 + command: python run_frontend.py + depends_on: + - api + healthcheck: + test: ["CMD", "curl", "-f", "http://localhost:8501"] + interval: 30s + timeout: 10s + retries: 3 + +volumes: + data: diff --git a/dockerignore b/dockerignore new file mode 100644 index 0000000..4a8328b --- /dev/null +++ b/dockerignore @@ -0,0 +1,42 @@ +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Poetry +poetry.lock + +# IDE +.vscode/ +.idea/ +*.swp +*.swo + +# OS +.DS_Store +Thumbs.db + +# Logs +*.log +logs/ + +# Data +data/ +*.sqlite +*.db + +# Tests +.pytest_cache/ +.coverage +htmlcov/ + +# Git +.git/ +.gitignore diff --git a/env b/env new file mode 100644 index 0000000..a7e529c --- /dev/null +++ b/env @@ -0,0 +1,19 @@ +# 개발 환경 설정 +API_HOST=localhost +API_PORT=8000 +FRONTEND_HOST=localhost +FRONTEND_PORT=8501 + +# 강화학습 하이퍼파라미터 +DEFAULT_LEARNING_RATE=0.1 +DEFAULT_DISCOUNT_FACTOR=0.9 +DEFAULT_EPSILON=0.1 + +# 협상 환경 설정 +DEFAULT_ANCHOR_PRICE=100 +MAX_EPISODES=1000 +MAX_STEPS_PER_EPISODE=10 + +# 로깅 설정 +LOG_LEVEL=INFO +LOG_FILE=app.log diff --git a/env.example b/env.example new file mode 100644 index 0000000..a7e529c --- /dev/null +++ b/env.example @@ -0,0 +1,19 @@ +# 개발 환경 설정 +API_HOST=localhost +API_PORT=8000 +FRONTEND_HOST=localhost +FRONTEND_PORT=8501 + +# 강화학습 하이퍼파라미터 +DEFAULT_LEARNING_RATE=0.1 +DEFAULT_DISCOUNT_FACTOR=0.9 +DEFAULT_EPSILON=0.1 + +# 협상 환경 설정 +DEFAULT_ANCHOR_PRICE=100 +MAX_EPISODES=1000 +MAX_STEPS_PER_EPISODE=10 + +# 로깅 설정 +LOG_LEVEL=INFO +LOG_FILE=app.log diff --git a/frontend/__init__.py b/frontend/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/frontend/app.py b/frontend/app.py new file mode 100644 index 0000000..fe3ad77 --- /dev/null +++ b/frontend/app.py @@ -0,0 +1,905 @@ +""" +Streamlit 기반 Q-Table 협상 전략 데모 프론트엔드 +""" +import streamlit as st +import requests +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import seaborn as sns +import plotly.graph_objects as go +from plotly.subplots import make_subplots +import time +import json +from typing import Dict, Any, Optional + +# 페이지 설정 +st.set_page_config( + page_title="Q-Table 협상 전략 데모", + page_icon="🎯", + layout="wide", + initial_sidebar_state="expanded" +) + +# API 기본 URL +API_BASE_URL = "http://localhost:8000/api/v1" + +# 세션 상태 초기화 +if 'current_state' not in st.session_state: + st.session_state.current_state = "C0S0P0" +if 'anchor_price' not in st.session_state: + st.session_state.anchor_price = 100 + + +class APIClient: + """API 클라이언트""" + + @staticmethod + def get(endpoint: str) -> Optional[Dict[str, Any]]: + """GET 요청""" + try: + response = requests.get(f"{API_BASE_URL}{endpoint}") + response.raise_for_status() + return response.json() + except requests.exceptions.RequestException as e: + st.error(f"API 요청 오류: {e}") + return None + + @staticmethod + def post(endpoint: str, data: Dict[str, Any]) -> Optional[Dict[str, Any]]: + """POST 요청""" + try: + response = requests.post(f"{API_BASE_URL}{endpoint}", json=data) + response.raise_for_status() + return response.json() + except requests.exceptions.RequestException as e: + st.error(f"API 요청 오류: {e}") + return None + + +def display_header(): + """헤더 제목 표시""" + st.title("🎯 Q-Table 기반 협상 전략 데모") + st.markdown(""" + ### 강화학습으로 배우는 협상 전략의 진화 + + 이 데모는 **콜드 스타트 문제**부터 **학습된 정책**까지 Q-Learning의 전체 여정을 보여줍니다. + + **핵심 보상함수:** `R(s,a) = W × (A/P) + (1-W) × End` + """) + st.markdown("---") + + +def display_sidebar(): + """사이드바 설정""" + st.sidebar.header("⚙️ 데모 설정") + + # 시스템 상태 조회 + status_response = APIClient.get("/status") + if status_response and status_response.get("success") is not False: + status = status_response + st.sidebar.metric("총 경험 데이터", status.get("total_experiences", 0)) + st.sidebar.metric("Q-Table 업데이트", status.get("q_table_updates", 0)) + st.sidebar.metric("고유 상태", status.get("unique_states", 0)) + st.sidebar.metric("평균 보상", f"{status.get('average_reward', 0):.3f}") + st.sidebar.metric("성공률", f"{status.get('success_rate', 0)*100:.1f}%") + + st.sidebar.markdown("---") + + # 글로벌 설정 + st.session_state.anchor_price = st.sidebar.number_input( + "목표가 (A)", + value=st.session_state.anchor_price, + min_value=50, + max_value=300 + ) + + # 시스템 초기화 + if st.sidebar.button("🔄 시스템 초기화", type="secondary"): + with st.spinner("시스템 초기화 중..."): + reset_response = APIClient.post("/reset", {}) + if reset_response and reset_response.get("success"): + st.sidebar.success("시스템이 초기화되었습니다!") + st.rerun() + else: + st.sidebar.error("초기화 실패") + + return status_response + + +def tab_cold_start(): + """콜드 스타트 탭""" + st.header("🏁 콜드 스타트 문제") + + st.markdown(""" + ### 강화학습의 첫 번째 난관 + + 새로운 강화학습 에이전트가 직면하는 가장 큰 문제는 **"아무것도 모른다"**는 것입니다. + 모든 Q값이 0으로 초기화되어 있어, 어떤 행동이 좋은지 전혀 알 수 없습니다. + """) + + # Q-Table 현재 상태 조회 + qtable_response = APIClient.get("/qtable") + if qtable_response and qtable_response.get("success"): + qtable_data = qtable_response["data"] + q_table_dict = qtable_data["q_table"] + + # DataFrame으로 변환 + q_table_df = pd.DataFrame(q_table_dict) + + st.subheader("📋 현재 Q-Table 상태") + + # 통계 표시 + col1, col2, col3, col4 = st.columns(4) + with col1: + non_zero_count = (q_table_df != 0).sum().sum() + st.metric("비어있지 않은 Q값", non_zero_count) + with col2: + total_count = q_table_df.size + st.metric("전체 Q값", total_count) + with col3: + sparsity = (1 - non_zero_count / total_count) * 100 + st.metric("희소성", f"{sparsity:.1f}%") + with col4: + st.metric("업데이트 횟수", qtable_data["update_count"]) + + # Q-Table 표시 (상위 20개 상태만) + display_rows = min(20, len(q_table_df)) + st.dataframe( + q_table_df.head(display_rows).style.format("{:.3f}").highlight_max(axis=1), + use_container_width=True + ) + + if len(q_table_df) > 20: + st.info(f"전체 {len(q_table_df)}개 상태 중 상위 20개만 표시됩니다.") + + # 문제점과 해결방법 + col1, col2 = st.columns(2) + + with col1: + st.subheader("❌ 핵심 문제점") + st.markdown(""" + - **무지상태**: 모든 Q값이 동일 (보통 0) + - **행동 선택 불가**: 어떤 행동이 좋은지 모름 + - **무작위 탐험**: 비효율적인 학습 초기 단계 + - **데이터 부족**: 학습할 경험이 없음 + """) + + with col2: + st.subheader("✅ 해결 방법") + st.markdown(""" + - **탐험 전략**: Epsilon-greedy로 무작위 탐험 + - **경험 수집**: (상태, 행동, 보상, 다음상태) 튜플 저장 + - **점진적 학습**: 수집된 경험으로 Q값 업데이트 + - **정책 개선**: 학습을 통한 점진적 성능 향상 + """) + + # Q-Learning 공식 설명 + st.subheader("🧮 Q-Learning 업데이트 공식") + st.latex(r"Q(s,a) \leftarrow Q(s,a) + lpha [r + \gamma \max_{a'} Q(s',a') - Q(s,a)]") + + st.markdown(""" + **공식 설명:** + - **Q(s,a)**: 상태 s에서 행동 a의 Q값 + - **α (알파)**: 학습률 (0 < α ≤ 1) + - **r**: 즉시 보상 + - **γ (감마)**: 할인율 (0 ≤ γ < 1) + - **max Q(s',a')**: 다음 상태에서의 최대 Q값 + """) + + +def tab_data_collection(): + """데이터 수집 탭""" + st.header("📊 경험 데이터 수집") + + st.markdown(""" + ### 학습의 연료: 경험 데이터 + + 강화학습 에이전트는 환경과 상호작용하면서 **경험 튜플**을 수집합니다. + 각 경험은 `(상태, 행동, 보상, 다음상태, 종료여부)` 형태로 저장됩니다. + """) + + # 설정 섹션 + col1, col2 = st.columns([1, 2]) + + with col1: + st.subheader("⚙️ 에피소드 생성 설정") + + num_episodes = st.slider("생성할 에피소드 수", 1, 50, 10) + max_steps = st.slider("에피소드당 최대 스텝", 3, 15, 8) + exploration_rate = st.slider("탐험율 (Epsilon)", 0.0, 1.0, 0.4, 0.1) + + st.markdown(f""" + **현재 설정:** + - 목표가: {st.session_state.anchor_price} + - 탐험율: {exploration_rate*100:.0f}% + - 총 예상 경험: ~{num_episodes * max_steps}개 + """) + + if st.button("🎲 자동 에피소드 생성", type="primary"): + with st.spinner("에피소드 생성 중..."): + request_data = { + "num_episodes": num_episodes, + "max_steps": max_steps, + "anchor_price": st.session_state.anchor_price, + "exploration_rate": exploration_rate + } + + response = APIClient.post("/episodes/generate", request_data) + if response and response.get("success"): + result = response["data"] + st.success(f"✅ {result['new_experiences']}개의 새로운 경험 데이터 생성!") + + # 에피소드 결과 표시 + episode_results = result["episode_results"] + success_count = sum(1 for ep in episode_results if ep["success"]) + + col_a, col_b, col_c = st.columns(3) + with col_a: + st.metric("생성된 에피소드", result["episodes_generated"]) + with col_b: + st.metric("성공한 협상", success_count) + with col_c: + success_rate = (success_count / len(episode_results)) * 100 + st.metric("성공률", f"{success_rate:.1f}%") + + time.sleep(1) # UI 업데이트를 위한 잠시 대기 + st.rerun() + else: + st.error("에피소드 생성 실패") + + with col2: + st.subheader("📈 수집된 데이터 현황") + + # 경험 데이터 조회 + exp_response = APIClient.get("/experiences") + if exp_response and exp_response.get("success"): + exp_data = exp_response["data"] + stats = exp_data["statistics"] + recent_data = exp_data["recent_data"] + + # 통계 표시 + col_a, col_b, col_c, col_d = st.columns(4) + with col_a: + st.metric("총 경험 수", stats["total_count"]) + with col_b: + st.metric("평균 보상", f"{stats['avg_reward']:.3f}") + with col_c: + st.metric("성공률", f"{stats['success_rate']*100:.1f}%") + with col_d: + st.metric("고유 상태", stats["unique_states"]) + + # 최근 경험 데이터 표시 + if recent_data: + st.subheader("🔍 최근 경험 데이터") + recent_df = pd.DataFrame(recent_data) + + # 필요한 컬럼만 선택 + display_columns = ['state', 'action', 'reward', 'next_state', 'done'] + available_columns = [col for col in display_columns if col in recent_df.columns] + + if available_columns: + display_df = recent_df[available_columns].tail(10) + st.dataframe( + display_df.style.format({'reward': '{:.3f}'}), + use_container_width=True + ) + + # 데이터 분포 시각화 + if len(recent_df) > 5: + st.subheader("📊 데이터 분포 분석") + + fig, axes = plt.subplots(2, 2, figsize=(12, 8)) + + # 보상 분포 + axes[0,0].hist(recent_df['reward'], bins=15, alpha=0.7, color='skyblue', edgecolor='black') + axes[0,0].set_title('보상 분포') + axes[0,0].set_xlabel('보상값') + axes[0,0].set_ylabel('빈도') + + # 행동 분포 + if 'action' in recent_df.columns: + action_counts = recent_df['action'].value_counts() + axes[0,1].bar(action_counts.index, action_counts.values, color='lightgreen', edgecolor='black') + axes[0,1].set_title('행동 선택 빈도') + axes[0,1].set_xlabel('행동') + axes[0,1].set_ylabel('빈도') + + # 상태 분포 (상위 10개) + if 'state' in recent_df.columns: + state_counts = recent_df['state'].value_counts().head(10) + axes[1,0].bar(range(len(state_counts)), state_counts.values, color='orange', edgecolor='black') + axes[1,0].set_title('상위 상태 빈도') + axes[1,0].set_xlabel('상태 순위') + axes[1,0].set_ylabel('빈도') + axes[1,0].set_xticks(range(len(state_counts))) + axes[1,0].set_xticklabels([f"{i+1}" for i in range(len(state_counts))]) + + # 성공/실패 분포 + if 'done' in recent_df.columns: + done_counts = recent_df['done'].value_counts() + labels = ['진행중' if not k else '완료' for k in done_counts.index] + axes[1,1].pie(done_counts.values, labels=labels, autopct='%1.1f%%', colors=['lightcoral', 'lightblue']) + axes[1,1].set_title('협상 완료 비율') + + plt.tight_layout() + st.pyplot(fig) + else: + st.info("아직 수집된 데이터가 없습니다. 왼쪽에서 에피소드를 생성해보세요!") + else: + st.warning("경험 데이터를 불러올 수 없습니다.") + + # 경험 데이터 구조 설명 + st.subheader("📋 경험 데이터 구조") + st.markdown(""" + 각 경험 튜플은 다음 정보를 포함합니다: + + | 항목 | 설명 | 예시 | + |------|------|------| + | **상태 (State)** | 현재 협상 상황 | "C1APZ2" (카드1, 시나리오A, 가격구간2) | + | **행동 (Action)** | 선택한 협상 카드 | "C3" | + | **보상 (Reward)** | 행동에 대한 평가 | 0.85 | + | **다음상태 (Next State)** | 행동 후 새로운 상황 | "C3APZ1" | + | **종료 (Done)** | 협상 완료 여부 | true/false | + """) + + +# 더 많은 탭 함수들을 다음 파트에서 계속... + + +def tab_q_learning(): + """Q-Learning 탭""" + st.header("🔄 Q-Learning 실시간 학습") + + st.markdown(""" + ### 경험으로부터 학습하기 + + 수집된 경험 데이터를 사용하여 Q-Table을 업데이트합니다. + 각 경험에서 **TD(Temporal Difference) 오차**를 계산하고 Q값을 조정합니다. + """) + + col1, col2 = st.columns([1, 2]) + + with col1: + st.subheader("⚙️ 학습 설정") + + learning_rate = st.slider("학습률 (α)", 0.01, 0.5, 0.1, 0.01) + discount_factor = st.slider("할인율 (γ)", 0.8, 0.99, 0.9, 0.01) + batch_size = st.slider("배치 크기", 16, 256, 32, 16) + + st.markdown(f""" + **하이퍼파라미터:** + - **학습률 (α)**: {learning_rate} - 새로운 정보의 반영 정도 + - **할인율 (γ)**: {discount_factor} - 미래 보상의 중요도 + - **배치 크기**: {batch_size} - 한 번에 학습할 경험 수 + """) + + if st.button("🚀 Q-Learning 실행", type="primary"): + with st.spinner("Q-Learning 업데이트 중..."): + request_data = { + "learning_rate": learning_rate, + "discount_factor": discount_factor, + "batch_size": batch_size + } + + response = APIClient.post("/learning/q-learning", request_data) + if response and response.get("success"): + result = response["data"] + st.success(f"✅ {result['updates']}개 Q값 업데이트 완료!") + + col_a, col_b = st.columns(2) + with col_a: + st.metric("배치 크기", result["batch_size"]) + with col_b: + st.metric("평균 TD 오차", f"{result.get('avg_td_error', 0):.4f}") + + time.sleep(1) + st.rerun() + else: + st.error("Q-Learning 업데이트 실패") + + with col2: + st.subheader("📊 Q-Table 현황") + + # Q-Table 데이터 조회 + qtable_response = APIClient.get("/qtable") + if qtable_response and qtable_response.get("success"): + qtable_data = qtable_response["data"] + statistics = qtable_data["statistics"] + + # 통계 표시 + col_a, col_b, col_c, col_d = st.columns(4) + with col_a: + st.metric("총 업데이트", statistics.get("total_updates", 0)) + with col_b: + st.metric("평균 TD 오차", f"{statistics.get('avg_td_error', 0):.4f}") + with col_c: + st.metric("평균 보상", f"{statistics.get('avg_reward', 0):.3f}") + with col_d: + sparsity = statistics.get('q_table_sparsity', 1.0) * 100 + st.metric("Q-Table 희소성", f"{sparsity:.1f}%") + + # Q값 범위 표시 + q_range = statistics.get('q_value_range', {}) + if q_range: + st.subheader("📈 Q값 분포") + col_a, col_b, col_c = st.columns(3) + with col_a: + st.metric("최솟값", f"{q_range.get('min', 0):.3f}") + with col_b: + st.metric("평균값", f"{q_range.get('mean', 0):.3f}") + with col_c: + st.metric("최댓값", f"{q_range.get('max', 0):.3f}") + + # Q-Table 표시 (비어있지 않은 상태들만) + q_table_dict = qtable_data["q_table"] + q_table_df = pd.DataFrame(q_table_dict) + + # 0이 아닌 값이 있는 행만 필터링 + non_zero_rows = (q_table_df != 0).any(axis=1) + if non_zero_rows.any(): + st.subheader("🎯 학습된 Q값들") + learned_qtable = q_table_df[non_zero_rows].head(15) + st.dataframe( + learned_qtable.style.format("{:.3f}").highlight_max(axis=1), + use_container_width=True + ) + + learned_count = non_zero_rows.sum() + total_count = len(q_table_df) + st.info(f"전체 {total_count}개 상태 중 {learned_count}개 상태가 학습되었습니다.") + else: + st.info("아직 학습된 Q값이 없습니다. 위에서 Q-Learning을 실행해보세요!") + + # TD 오차 설명 + st.subheader("🧮 TD(Temporal Difference) 오차") + st.markdown(""" + **TD 오차**는 현재 Q값과 목표값의 차이입니다: + + `TD 오차 = [r + γ max Q(s',a')] - Q(s,a)` + + - **양수**: 현재 Q값이 너무 낮음 → Q값 증가 + - **음수**: 현재 Q값이 너무 높음 → Q값 감소 + - **0에 가까움**: Q값이 적절함 → 학습 수렴 + """) + + +def tab_fqi_cql(): + """FQI+CQL 탭""" + st.header("🧠 FQI + CQL 오프라인 학습") + + st.markdown(""" + ### 오프라인 강화학습의 핵심 + + **FQI (Fitted Q-Iteration)**와 **CQL (Conservative Q-Learning)**을 결합한 + 오프라인 강화학습 방법입니다. 수집된 데이터만으로 안전하고 보수적인 정책을 학습합니다. + """) + + col1, col2 = st.columns([1, 2]) + + with col1: + st.subheader("⚙️ FQI+CQL 설정") + + alpha = st.slider("CQL 보수성 파라미터 (α)", 0.0, 3.0, 1.0, 0.1) + gamma = st.slider("할인율 (γ)", 0.8, 0.99, 0.95, 0.01) + batch_size = st.slider("배치 크기", 16, 256, 32, 16) + num_iterations = st.slider("반복 횟수", 1, 50, 10, 1) + + st.markdown(f""" + **설정값:** + - **α (Alpha)**: {alpha} - 보수성 강도 + - **γ (Gamma)**: {gamma} - 미래 보상 할인 + - **배치 크기**: {batch_size} + - **반복 횟수**: {num_iterations} + """) + + st.markdown(""" + **CQL 특징:** + - 🛡️ **보수적 추정**: 불확실한 행동의 Q값을 낮게 유지 + - 📊 **데이터 기반**: 수집된 경험만 활용 + - 🎯 **안전한 정책**: 분포 이동 문제 해결 + """) + + if st.button("🚀 FQI+CQL 실행", type="primary"): + with st.spinner("FQI+CQL 학습 중..."): + request_data = { + "alpha": alpha, + "gamma": gamma, + "batch_size": batch_size, + "num_iterations": num_iterations + } + + response = APIClient.post("/learning/fqi-cql", request_data) + if response and response.get("success"): + result = response["data"] + training_result = result["training_result"] + policy_comparison = result["policy_comparison"] + + st.success(f"✅ {training_result['total_iterations']}회 반복 학습 완료!") + + # 학습 결과 표시 + col_a, col_b = st.columns(2) + with col_a: + st.metric("평균 벨만 손실", f"{training_result['avg_bellman_loss']:.4f}") + with col_b: + st.metric("평균 CQL 페널티", f"{training_result['avg_cql_penalty']:.4f}") + + # 정책 비교 + st.metric("행동 정책과의 일치율", f"{policy_comparison['action_agreement']*100:.1f}%") + + time.sleep(1) + st.rerun() + else: + st.error("FQI+CQL 학습 실패") + + with col2: + st.subheader("📊 FQI+CQL 결과") + + # FQI+CQL 결과 조회 + fqi_response = APIClient.get("/fqi-cql") + if fqi_response and fqi_response.get("success"): + fqi_data = fqi_response["data"] + statistics = fqi_data["statistics"] + + # 통계 표시 + col_a, col_b, col_c = st.columns(3) + with col_a: + st.metric("학습 배치", statistics.get("total_batches", 0)) + with col_b: + st.metric("벨만 손실", f"{statistics.get('avg_bellman_loss', 0):.4f}") + with col_c: + st.metric("CQL 페널티", f"{statistics.get('avg_cql_penalty', 0):.4f}") + + # 수렴 경향 + convergence = statistics.get("convergence_trend", "unknown") + convergence_color = { + "improving": "🟢", + "deteriorating": "🔴", + "fluctuating": "🟡", + "insufficient_data": "⚪" + } + st.info(f"수렴 경향: {convergence_color.get(convergence, '❓')} {convergence}") + + # Q-Network 통계 + q_stats = statistics.get("q_network_stats", {}) + if q_stats: + st.subheader("📈 Q-Network 분포") + col_a, col_b, col_c, col_d = st.columns(4) + with col_a: + st.metric("최솟값", f"{q_stats.get('min', 0):.3f}") + with col_b: + st.metric("평균값", f"{q_stats.get('mean', 0):.3f}") + with col_c: + st.metric("최댓값", f"{q_stats.get('max', 0):.3f}") + with col_d: + st.metric("표준편차", f"{q_stats.get('std', 0):.3f}") + + # Q-Network 표시 (상위 15개 상태) + q_network_dict = fqi_data["q_network"] + q_network_df = pd.DataFrame(q_network_dict) + + st.subheader("🎯 학습된 Q-Network") + display_df = q_network_df.head(15) + st.dataframe( + display_df.style.format("{:.3f}").highlight_max(axis=1), + use_container_width=True + ) + else: + st.info("FQI+CQL을 먼저 실행해주세요!") + + # FQI+CQL 알고리즘 설명 + st.subheader("🔬 FQI + CQL 알고리즘") + + col1, col2 = st.columns(2) + + with col1: + st.markdown(""" + **FQI (Fitted Q-Iteration)** + - 배치 기반 Q-Learning + - 전체 데이터셋을 한 번에 활용 + - 함수 근사 (신경망) 사용 + - 안정적인 학습 과정 + """) + + with col2: + st.markdown(""" + **CQL (Conservative Q-Learning)** + - 보수적 Q값 추정 + - Out-of-Distribution 행동 억제 + - 데이터에 없는 행동의 Q값 하향 조정 + - 안전한 정책 학습 + """) + + +def tab_learned_policy(): + """학습된 정책 탭""" + st.header("🎯 학습된 정책 비교 및 활용") + + st.markdown(""" + ### 학습 완료: 정책의 진화 + + Q-Learning과 FQI+CQL로 학습된 정책을 비교하고, + 실제 협상 상황에서 어떤 행동을 추천하는지 확인해보세요. + """) + + # 상태 선택 + col1, col2 = st.columns([1, 2]) + + with col1: + st.subheader("🎮 협상 시뮬레이션") + + # 상태 구성 요소 선택 + current_card = st.selectbox("현재 카드", ["C1", "C2", "C3", "C4"]) + scenario = st.selectbox("시나리오", ["A", "B", "C", "D"]) + price_zone = st.selectbox("가격 구간", ["PZ1", "PZ2", "PZ3"]) + + # 상태 ID 생성 + selected_state = f"{current_card}{scenario}{price_zone}" + st.session_state.current_state = selected_state + + st.info(f"선택된 상태: **{selected_state}**") + + # 상태 해석 + state_interpretation = { + "A": "어려운 협상 (높은 가중치)", + "B": "쉬운 협상 (낮은 가중치)", + "C": "보통 협상 (중간 가중치)", + "D": "매우 쉬운 협상 (낮은 가중치)" + } + + price_interpretation = { + "PZ1": "목표가 이하 (좋은 구간)", + "PZ2": "목표가~임계값 (보통 구간)", + "PZ3": "임계값 이상 (나쁜 구간)" + } + + st.markdown(f""" + **상태 해석:** + - **카드**: {current_card} + - **시나리오**: {scenario} - {state_interpretation.get(scenario, "알 수 없음")} + - **가격구간**: {price_zone} - {price_interpretation.get(price_zone, "알 수 없음")} + """) + + # 행동 추천 요청 + use_epsilon = st.checkbox("엡실론 그리디 사용", value=False) + epsilon = 0.1 + if use_epsilon: + epsilon = st.slider("엡실론 값", 0.0, 0.5, 0.1, 0.05) + + if st.button("🎯 행동 추천 받기", type="primary"): + request_data = { + "current_state": selected_state, + "use_epsilon_greedy": use_epsilon, + "epsilon": epsilon + } + + response = APIClient.post("/action/recommend", request_data) + if response and response.get("success") is not False: + # response가 직접 ActionRecommendationResponse 형태인 경우 + recommendation = response + + st.success(f"🎯 추천 행동: **{recommendation.get('recommended_action', 'N/A')}**") + + if recommendation.get('exploration', False): + st.warning("🎲 탐험 행동 (무작위 선택)") + else: + confidence = recommendation.get('confidence', 0) * 100 + st.info(f"🎯 활용 행동 (신뢰도: {confidence:.1f}%)") + + # Q값들 표시 + q_values = recommendation.get('q_values', {}) + if q_values: + st.subheader("📊 현재 상태의 Q값들") + q_df = pd.DataFrame([q_values]).T + q_df.columns = ['Q값'] + q_df = q_df.sort_values('Q값', ascending=False) + + # 추천 행동 하이라이트 + def highlight_recommended(s): + return ['background-color: lightgreen' if x == recommendation.get('recommended_action') + else '' for x in s.index] + + st.dataframe( + q_df.style.format({'Q값': '{:.3f}'}).apply(highlight_recommended, axis=0), + use_container_width=True + ) + else: + st.error("행동 추천 실패") + + with col2: + st.subheader("⚖️ 정책 비교") + + # 정책 비교 요청 + compare_response = APIClient.get(f"/compare/{selected_state}") + if compare_response and compare_response.get("success"): + comparison = compare_response["data"] + + # 정책 일치 여부 + agreement = comparison["policy_agreement"] + if agreement: + st.success("✅ Q-Learning과 FQI+CQL 정책이 일치합니다!") + else: + st.warning("⚠️ Q-Learning과 FQI+CQL 정책이 다릅니다.") + + # 각 정책의 추천 행동 + col_a, col_b = st.columns(2) + + with col_a: + st.subheader("🔄 Q-Learning 정책") + q_learning = comparison["q_learning"] + st.metric("추천 행동", q_learning["action"]) + + # Q값들 + q_values_ql = q_learning["q_values"] + if q_values_ql: + q_df_ql = pd.DataFrame([q_values_ql]).T + q_df_ql.columns = ['Q값'] + st.dataframe(q_df_ql.style.format({'Q값': '{:.3f}'})) + + with col_b: + st.subheader("🧠 FQI+CQL 정책") + fqi_cql = comparison["fqi_cql"] + st.metric("추천 행동", fqi_cql["action"]) + + # Q값들 + q_values_fqi = fqi_cql["q_values"] + if q_values_fqi: + q_df_fqi = pd.DataFrame([q_values_fqi]).T + q_df_fqi.columns = ['Q값'] + st.dataframe(q_df_fqi.style.format({'Q값': '{:.3f}'})) + + # Q값 차이 분석 + differences = comparison["q_value_differences"] + max_diff = comparison["max_difference"] + + st.subheader("📊 Q값 차이 분석") + st.metric("최대 차이", f"{max_diff:.3f}") + + if differences: + diff_df = pd.DataFrame([differences]).T + diff_df.columns = ['차이'] + st.dataframe(diff_df.style.format({'차이': '{:.3f}'})) + + else: + st.info("정책 비교를 위해 상태를 선택하고 학습을 진행해주세요.") + + # 보상 계산 시뮬레이션 + st.subheader("🧮 보상 계산 시뮬레이션") + + col1, col2 = st.columns(2) + + with col1: + st.subheader("📋 시뮬레이션 설정") + proposed_price = st.number_input("상대방 제안가", value=120.0, min_value=50.0, max_value=500.0) + is_negotiation_end = st.checkbox("협상 종료", value=False) + + if st.button("💰 보상 계산", type="secondary"): + request_data = { + "scenario": scenario, + "price_zone": price_zone, + "anchor_price": st.session_state.anchor_price, + "proposed_price": proposed_price, + "is_end": is_negotiation_end + } + + response = APIClient.post("/reward/calculate", request_data) + if response and response.get("success") is not False: + # response가 직접 RewardCalculationResponse 형태인 경우 + reward_result = response + + col_a, col_b, col_c = st.columns(3) + with col_a: + st.metric("보상", f"{reward_result.get('reward', 0):.3f}") + with col_b: + st.metric("가중치 (W)", f"{reward_result.get('weight', 0):.3f}") + with col_c: + st.metric("가격 비율 (A/P)", f"{reward_result.get('price_ratio', 0):.3f}") + + # 공식 분해 표시 + formula = reward_result.get('formula_breakdown', '') + if formula: + st.subheader('📝 계산 과정') + st.text(formula) + else: + st.error("보상 계산 실패") + + with col2: + st.subheader("📈 학습 진행 상황") + + # 시스템 상태 조회 + status_response = APIClient.get("/status") + if status_response and status_response.get("success") is not False: + status = status_response + + # 진행 상황 메트릭 + total_exp = status.get("total_experiences", 0) + updates = status.get("q_table_updates", 0) + success_rate = status.get("success_rate", 0) * 100 + + progress_metrics = [ + ("데이터 수집", total_exp, 1000, "개"), + ("Q-Table 업데이트", updates, 500, "회"), + ("협상 성공률", success_rate, 100, "%") + ] + + for name, value, target, unit in progress_metrics: + progress = min(value / target, 1.0) + st.metric( + name, + f"{value}{unit}", + delta=f"목표: {target}{unit}" + ) + st.progress(progress) + + st.subheader("🎓 학습 완성도") + + # Q-Table 완성도 + qtable_response = APIClient.get("/qtable") + if qtable_response and qtable_response.get("success"): + qtable_data = qtable_response["data"] + statistics = qtable_data["statistics"] + + sparsity = statistics.get('q_table_sparsity', 1.0) + completeness = (1 - sparsity) * 100 + + st.metric("Q-Table 완성도", f"{completeness:.1f}%") + st.progress(completeness / 100) + + if completeness > 80: + st.success("🎉 충분히 학습되었습니다!") + elif completeness > 50: + st.info("📖 적당히 학습되었습니다.") + else: + st.warning("📚 더 많은 학습이 필요합니다.") + + +def main(): + """메인 함수""" + # 헤더 표시 + display_header() + + # 사이드바 표시 + sidebar_status = display_sidebar() + + # 탭 생성 + tab1, tab2, tab3, tab4, tab5 = st.tabs([ + "🏁 1. 콜드 스타트", + "📊 2. 데이터 수집", + "🔄 3. Q-Learning", + "🧠 4. FQI+CQL", + "🎯 5. 학습된 정책" + ]) + + with tab1: + tab_cold_start() + + with tab2: + tab_data_collection() + + with tab3: + tab_q_learning() + + with tab4: + tab_fqi_cql() + + with tab5: + tab_learned_policy() + + # 푸터 + st.markdown("---") + st.markdown(""" +
+

🎯 Q-Table 기반 협상 전략 데모 | 강화학습의 전체 여정을 경험해보세요

+

💡 문의사항이 있으시면 API 문서를 참고해주세요: http://localhost:8000/docs

+
+ """, unsafe_allow_html=True) + + +def start_frontend(): + """프론트엔드 시작 (Poetry 스크립트용)""" + import subprocess + subprocess.run(["streamlit", "run", "frontend/app.py", "--server.port", "8501"]) + + +if __name__ == "__main__": + main() diff --git a/gitignore b/gitignore new file mode 100644 index 0000000..4a2df41 --- /dev/null +++ b/gitignore @@ -0,0 +1,162 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +Pipfile.lock + +# poetry +poetry.lock + +# pdm +.pdm.toml + +# PEP 582 +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +.idea/ + +# VSCode +.vscode/ + +# OS +.DS_Store +.DS_Store? +._* +.Spotlight-V100 +.Trashes +ehthumbs.db +Thumbs.db + +# Application specific +data/ +logs/ +*.sqlite +*.db +temp/ +cache/ + +# Streamlit +.streamlit/ diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..5f72405 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,35 @@ +[tool.poetry] +name = "qtable-negotiation-demo" +version = "0.1.0" +description = "Q-Table 기반 협상 전략 강화학습 데모" +authors = ["Demo Author "] +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.8" +fastapi = "^0.104.1" +uvicorn = {extras = ["standard"], version = "^0.24.0"} +streamlit = "^1.28.0" +pandas = "^2.1.0" +numpy = "^1.24.0" +matplotlib = "^3.7.0" +seaborn = "^0.12.0" +plotly = "^5.17.0" +python-dotenv = "^1.0.0" +pydantic = "^1.10.12" +requests = "^2.31.0" +scikit-learn = "^1.3.0" + +[tool.poetry.group.dev.dependencies] +pytest = "^7.4.0" +black = "^23.9.0" +flake8 = "^6.1.0" +mypy = "^1.6.0" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.poetry.scripts] +start-api = "app.main:start_api" +start-frontend = "frontend.app:start_frontend" diff --git a/requirements(4).txt b/requirements(4).txt new file mode 100644 index 0000000..b52e7c0 --- /dev/null +++ b/requirements(4).txt @@ -0,0 +1,13 @@ +fastapi==0.104.1 +uvicorn[standard]==0.24.0 +streamlit==1.28.0 +pandas==2.1.0 +numpy==1.24.0 +matplotlib==3.7.0 +seaborn==0.12.0 +plotly==5.17.0 +python-dotenv==1.0.0 +pydantic==1.10.12 +requests==2.31.0 +scikit-learn==1.3.0 +pytest==7.4.0 diff --git a/run_api.py b/run_api.py new file mode 100644 index 0000000..91502db --- /dev/null +++ b/run_api.py @@ -0,0 +1,21 @@ +#!/usr/bin/env python3 +""" +API 서버 실행 스크립트 +""" +import uvicorn +from app.main import app +from app.core.config import settings + +if __name__ == "__main__": + print("🚀 Q-Table 협상 전략 데모 API 서버를 시작합니다...") + print(f"📍 주소: http://{settings.api_host}:{settings.api_port}") + print(f"📚 API 문서: http://{settings.api_host}:{settings.api_port}/docs") + print("🛑 종료하려면 Ctrl+C를 누르세요") + + uvicorn.run( + "app.main:app", + host=settings.api_host, + port=settings.api_port, + reload=True, + log_level="info" + ) diff --git a/run_both.py b/run_both.py new file mode 100644 index 0000000..dcbf7cf --- /dev/null +++ b/run_both.py @@ -0,0 +1,40 @@ +#!/usr/bin/env python3 +""" +API와 프론트엔드 동시 실행 스크립트 +""" +import subprocess +import sys +import time +from threading import Thread +from app.core.config import settings + +def run_api(): + """API 서버 실행""" + subprocess.run([ + sys.executable, "run_api.py" + ]) + +def run_frontend(): + """프론트엔드 실행""" + # API 서버가 시작될 시간을 기다림 + time.sleep(3) + subprocess.run([ + sys.executable, "run_frontend.py" + ]) + +if __name__ == "__main__": + print("🚀 Q-Table 협상 전략 데모 전체 시스템을 시작합니다...") + print(f"🔧 API 서버: http://{settings.api_host}:{settings.api_port}") + print(f"🎯 프론트엔드: http://{settings.frontend_host}:{settings.frontend_port}") + print("🛑 종료하려면 Ctrl+C를 누르세요") + + try: + # API 서버를 별도 스레드에서 실행 + api_thread = Thread(target=run_api, daemon=True) + api_thread.start() + + # 프론트엔드 실행 (메인 스레드) + run_frontend() + + except KeyboardInterrupt: + print("\n👋 시스템을 종료합니다.") diff --git a/run_frontend.py b/run_frontend.py new file mode 100644 index 0000000..3bc10d5 --- /dev/null +++ b/run_frontend.py @@ -0,0 +1,22 @@ +#!/usr/bin/env python3 +""" +프론트엔드 실행 스크립트 +""" +import subprocess +import sys +from app.core.config import settings + +if __name__ == "__main__": + print("🎯 Q-Table 협상 전략 데모 프론트엔드를 시작합니다...") + print(f"📍 주소: http://{settings.frontend_host}:{settings.frontend_port}") + print("🛑 종료하려면 Ctrl+C를 누르세요") + + try: + subprocess.run([ + sys.executable, "-m", "streamlit", "run", + "frontend/app.py", + "--server.port", str(settings.frontend_port), + "--server.address", settings.frontend_host + ]) + except KeyboardInterrupt: + print("\n👋 프론트엔드를 종료합니다.") diff --git a/test_basic.py b/test_basic.py new file mode 100644 index 0000000..5496046 --- /dev/null +++ b/test_basic.py @@ -0,0 +1,180 @@ +""" +기본 테스트 모듈 +""" +import pytest +import requests +from app.services.negotiation_env import NegotiationEnvironment +from app.services.qtable_learner import QTableLearner, ExperienceBuffer +from app.models.schemas import CardType, ScenarioType, PriceZoneType + + +class TestNegotiationEnvironment: + """협상 환경 테스트""" + + def setup_method(self): + self.env = NegotiationEnvironment() + + def test_reward_calculation(self): + """보상 계산 테스트""" + reward, weight = self.env.calculate_reward( + scenario=ScenarioType.A, + price_zone=PriceZoneType.PZ1, + anchor_price=100, + proposed_price=95, + is_end=True + ) + + assert reward > 0 + assert 0 <= weight <= 1 + + def test_price_zone_determination(self): + """가격 구간 결정 테스트""" + # 목표가 이하 + zone = self.env.get_price_zone(90, 100) + assert zone == PriceZoneType.PZ1 + + # 중간 구간 + zone = self.env.get_price_zone(110, 100) + assert zone == PriceZoneType.PZ2 + + # 높은 구간 + zone = self.env.get_price_zone(150, 100) + assert zone == PriceZoneType.PZ3 + + def test_opponent_response_simulation(self): + """상대방 응답 시뮬레이션 테스트""" + price = self.env.simulate_opponent_response( + current_card=CardType.C1, + scenario=ScenarioType.A, + anchor_price=100, + step=0 + ) + + assert price > 0 + assert isinstance(price, float) + + +class TestQTableLearner: + """Q-Table 학습 테스트""" + + def setup_method(self): + states = ["S1", "S2", "S3"] + actions = [CardType.C1, CardType.C2] + self.learner = QTableLearner(states, actions) + + def test_initialization(self): + """초기화 테스트""" + assert self.learner.q_table.shape == (3, 2) + assert (self.learner.q_table == 0).all().all() + + def test_q_value_update(self): + """Q값 업데이트 테스트""" + td_error = self.learner.update_q_value( + state="S1", + action=CardType.C1, + reward=1.0, + next_state="S2", + done=False + ) + + assert td_error != 0 + assert self.learner.get_q_value("S1", CardType.C1) != 0 + + def test_action_selection(self): + """행동 선택 테스트""" + # 초기 상태에서는 무작위 선택 + action, is_exploration = self.learner.select_action("S1") + assert action in [CardType.C1, CardType.C2] + + # Q값 설정 후 최적 행동 선택 + self.learner.set_q_value("S1", CardType.C2, 1.0) + optimal_action = self.learner.get_optimal_action("S1") + assert optimal_action == CardType.C2 + + +class TestExperienceBuffer: + """경험 버퍼 테스트""" + + def setup_method(self): + self.buffer = ExperienceBuffer(max_size=10) + + def test_add_experience(self): + """경험 추가 테스트""" + self.buffer.add_experience( + state="S1", + action=CardType.C1, + reward=1.0, + next_state="S2", + done=False + ) + + assert self.buffer.size() == 1 + + def test_buffer_overflow(self): + """버퍼 오버플로우 테스트""" + # 최대 크기보다 많이 추가 + for i in range(15): + self.buffer.add_experience( + state=f"S{i}", + action=CardType.C1, + reward=1.0, + next_state=f"S{i+1}", + done=False + ) + + # 최대 크기 유지 + assert self.buffer.size() == 10 + + def test_sampling(self): + """샘플링 테스트""" + # 경험 추가 + for i in range(5): + self.buffer.add_experience( + state=f"S{i}", + action=CardType.C1, + reward=1.0, + next_state=f"S{i+1}", + done=False + ) + + # 배치 샘플링 + batch = self.buffer.sample_batch(3) + assert len(batch) == 3 + + +# API 통합 테스트 (선택사항) +class TestAPIIntegration: + """API 통합 테스트""" + + def test_health_check(self): + """헬스 체크 테스트""" + try: + response = requests.get("http://localhost:8000/api/v1/health") + assert response.status_code == 200 + data = response.json() + assert data["status"] == "healthy" + except requests.exceptions.ConnectionError: + pytest.skip("API 서버가 실행되지 않음") + + def test_reward_calculation_endpoint(self): + """보상 계산 엔드포인트 테스트""" + try: + payload = { + "scenario": "A", + "price_zone": "PZ1", + "anchor_price": 100, + "proposed_price": 95, + "is_end": True + } + + response = requests.post( + "http://localhost:8000/api/v1/reward/calculate", + json=payload + ) + + assert response.status_code == 200 + data = response.json() + assert "reward" in data + assert "weight" in data + except requests.exceptions.ConnectionError: + pytest.skip("API 서버가 실행되지 않음") diff --git a/todo.md b/todo.md new file mode 100644 index 0000000..83b5ca7 --- /dev/null +++ b/todo.md @@ -0,0 +1,46 @@ +# Q-Table 프로젝트 검토 진행 상황 + +## Phase 1: 프로젝트 파일 분석 및 구조 파악 ✅ +- [x] 프로젝트 파일 복사 및 구조 확인 +- [x] README.md 분석 - 프로젝트 개요 파악 +- [x] requirements.txt 및 pyproject.toml 확인 +- [x] 주요 코드 파일들 구조 분석 +- [x] 프로젝트 디렉토리 구조 정리 + +## Phase 2: 핵심 코드 검토 및 문제점 식별 ✅ +- [x] qtable_learner.py 검토 - import 문제 발견 +- [x] negotiation_env.py 검토 - import 문제 발견 +- [x] app.py (Streamlit 프론트엔드) 검토 +- [x] schemas.py 검토 - 정상 +- [x] main(1).py (FastAPI 백엔드) 검토 - import 문제 발견 +- [x] config.py 검토 - 정상 +- [x] endpoints.py 검토 - import 문제 발견 +- [x] demo_service.py 검토 - import 문제 발견 +- [x] 실행 스크립트들 검토 - import 문제 발견 +- [x] 문제점 정리 + +## 발견된 주요 문제점: +1. **파일 구조 불일치**: README에서 언급된 app/ 디렉토리 구조가 실제와 다름 ✅ 해결 +2. **Import 경로 오류**: `from app.models.schemas import` 등의 경로가 잘못됨 ✅ 해결 +3. **파일명 중복**: main(1).py, __init__(1).py 등 중복된 파일명 ✅ 해결 + +## Phase 3: 의존성 및 환경 설정 검증 ✅ +- [x] 의존성 설치 테스트 - 성공 +- [x] 환경 변수 설정 확인 - .env 파일 생성 +- [x] 프로젝트 구조 수정 필요 여부 확인 - 수정 완료 + +## Phase 4: 코드 실행 테스트 및 오류 수정 ✅ +- [x] 프로젝트 구조 재구성 +- [x] Import 경로 수정 +- [x] 모듈 import 테스트 - 모두 성공 +- [x] API 서버 실행 테스트 - 성공 +- [x] 기본 테스트 실행 - 성공 + +## Phase 5: 수정된 프로젝트 결과 보고 ✅ +- [x] 수정 사항 정리 +- [x] 검토 보고서 작성 +- [x] 최종 실행 가능한 프로젝트 제공 + +## 🎉 프로젝트 수정 완료! +모든 문제점이 해결되어 Q-Table 데모 프로젝트가 정상적으로 실행 가능한 상태가 되었습니다. +

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