offline-reinforcement-learning Goto Github PK

arxiv_spider

An arxiv spider

atac

Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan Jiang, and Alekh Agarwal.

awr

Implementation of advantage-weighted regression.

bail

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

bear

Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction

bracp

Improved Behavior Regularized Offline Reinforcement Learning

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

cql

Code for conservative Q-learning

ddpg

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

dqn

Lua/Torch implementation of DQN (Nature, 2015)

google-research

Google Research

implicit_q_learning

labcode

offline-rl-tr-bcq

The benchmark platform for offline reinforcement reproduction and evaluation

pbrl

Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning

plas

Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

qr-dqn

PyTorch implementation of QR-DQN: Distributional Reinforcement Learning with Quantile Regression

rainbow

A PyTorch implementation of Rainbow DQN agent

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

sac

Soft Actor-Critic

tianshou

An elegant PyTorch deep reinforcement learning library.