Tractor-Project

Term project for the course An Introduction to Multi-Agent Systems, Peking University, 24 Spring

RL-based AI for Trackter game on Botzone

Files

• __main__.py, utils.py, mvGen.py, wrapper.py, model.py: the interface for Botzone, modfied from the original HW framework
• actor.py, env.py, learner.py, model_pool.py, model.py, train.py, replay_buffer.py: environment for local model training, modfied from the original HW framework
• batch_run.sh, bot_step.py, judge_step.py, game_runner.py: support local game running for convenient ablation study, added by myself

Usage

Run the following script to train a model

python train.py

Run the following script to run local game, the args in batch_run.sh should be changed to your trained model paths

./batch_run.sh