RainbowDQN_highway

RainbowDQN algorithm for GYM highway environment

2021 SNU Reinforcement learning course (Professor Jung-woo Lee) final project

Videos

density 1

density 2

Rainbow DQN networks hyperparameters

Training average reward

open sources GYM-highway env : https://github.com/eleurent/highway-env RainbowDQN Atari : https://github.com/Kaixhin/Rainbow

How to train

$ python RainbowDQN_singleplay.py

How to test

$ python RainbowDQN_singleplay.py --test --test_model=checkpoint2.0.pth