@echo off
REM ============================================================
REM  PoolCoach - Thi nghiem 12/07/2026 (double-click de chay)
REM
REM  Run 1: PPO 300k, scratch penalty -0.5 (dang -0.3)
REM         -> kiem chung: scratch giam ma pot giu duoc khong?
REM  Run 2: SAC 300k, reward giu nguyen (-0.3)
REM         -> so sanh off-policy vs PPO tren cung reward
REM
REM  Uoc luong: Run 1 ~5 phut; Run 2 (SAC, CPU) co the 30-60 phut.
REM  Ket qua: logs\<run>\learning_curve.png + eval in ra cuoi moi run.
REM ============================================================

if "%~1"=="_go" goto :inner
cmd /k "%~f0" _go
exit /b

:inner
set "VENV=D:\Khoa luan\poolcoach-env\Scripts\activate.bat"
set "REPO=D:\Khoa luan\poolcoach-rl"

if not exist "%VENV%" (
    echo [loi] Khong tim thay venv: "%VENV%"
    goto :eof
)

call "%VENV%"
cd /d "%REPO%"

echo.
echo ===== Run 1/2: PPO 300k, scratch -0.5 =====
python scripts\train_sink.py --scratch-penalty 0.5 --run-name ppo_scr05_20260712

echo.
echo ===== Run 2/2: SAC 300k, scratch -0.3 (mac dinh) =====
python scripts\train_sink.py --algo sac --run-name sac_scr03_20260712

echo.
echo ============================================================
echo   XONG CA 2 RUN. Xem:
echo     logs\ppo_scr05_20260712\learning_curve.png
echo     logs\sac_scr03_20260712\learning_curve.png
echo ============================================================