This is the code to solve gym-game2048, a reinforcement learning environment based on the 2048 game.
Detailed experimental results can be found in the wandb project link below.
After training, you can modify the weight_path in the monitoring.py file to record the agent's gameplay.
The parameters for training are inside the game2048_v2_ppo*.py file and can be modified as desired.
The code referenced
- https://github.com/vwxyzjn/cleanrl
- https://github.com/vwxyzjn/invalid-action-masking
