initial-h

AlphaZero_Gomoku_MPI

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

FlappyBird_DQN_with_target_network

DQN with freezing target network in tensorflow on pygame FlappyBird

CEER

Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay. ICLR 2023

Deep-Reinforcement-Learning

spaceShooter_DQN

DQN with target network for spaceshooter

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

CORL

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC

dreamerv2

Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.

rl-rep

Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference