A repository of DQN and PPO algorithms implemented in Pytorch Lightning, showcasing a zero-knowledge approach to Tetris.

Modifications made to state representation, reward structure and exploration strategy.

Implementations of VIME-PPO and Bootstrapped DQN.

VIME : https://arxiv.org/abs/1605.09674 Bootstrapped DQN: https://arxiv.org/abs/1602.04621