initial-h

rl-rep

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

AlphaZero_Gomoku_MPI

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

CEER

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

CORL

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

Deep-Reinforcement-Learning

dreamerv2

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

FlappyBird_DQN_with_target_network

DQN with freezing target network in tensorflow on pygame FlappyBird

spaceShooter_DQN

DQN with target network for spaceshooter

TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

initial-h/AlphaZero_Gomoku_MPI

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

initial-h/FlappyBird_DQN_with_target_network

DQN with freezing target network in tensorflow on pygame FlappyBird

initial-h/CEER

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

initial-h/Deep-Reinforcement-Learning

initial-h/spaceShooter_DQN

DQN with target network for spaceshooter

initial-h/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

initial-h/CORL

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

initial-h/dreamerv2

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

initial-h/rl-rep

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