Installation

conda create -n project_rl python==3.10
conda activate project_rl
pip install -r requirements.txt

Training

python3 main.py --path PATH/TO/train.xlsx

Validation

python3 main.py --path PATH/TO/validate.xlsx

Running different policies

The default policy is PPO, you can run different policies by passing the --agent argument:

python3 main.py --path PATH/TO/validate.xlsx --agent tabular_double_q

The full list of available policies can be found in the main.py script

Visualization

The visualization is currently only supported for Tabular Q agents It can be rerun by changing the path to the q table in the visualize_q.ipynb jupyter notebook