Autonomous Project

Usage

Train DDQN Agent

python train_snake_DQN.py [-a DQN] [-m Models/DQN/snake_xxxx.h5] [-e 4000] [-p 1.0]

Test DDQN Agent

python test_snake_DQN.py [-a DQN] [-m Models/DQN/snake_xxxx.h5] [-e 100] [-p 0.0]

Train A2C Agent

python train_snake_A2C.py [-a A2C] [-ma Models/A2C/snake_xxxx_actor.h5] [-mc Models/A2C/snake_xxxx_critic.h5] [-e 100000]

Test A2C Agent

python test_snake_A2C.py [-a A2C] [-m Models/A2C/snake_xxxx_actor.h5] [-e 100]

Documentation

The documentation of the project is available in PDF and LaTeX in folder ./Report