Search Results - RepositoryStats

114

1.0k

apache-2.0

16

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

gym d4rl reinforcement-learning offline-reinforcement-learning

This repository has been archived (exclude archived)

Created 2022-09-23

44 commits to main branch, last one 10 months ago

jaxrl ikostrikov

62

597

mit

12

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

gym jax sac flax deep-learning soft-actor-critic behavioral-cloning continuous-control reinforcement-learning deep-reinforcement-learning batch-reinforcement-learning offline-reinforcement-learning deep-deterministic-policy-gradient

Created 2021-01-16

133 commits to main branch, last one about a year ago

kanachan Cryolite

40

266

unknown

16

A Japanese (Riichi) Mahjong AI Framework

dqn game-ai mahjong majsoul mahjong-ai offline-rl transformer mahjong-soul transformers deep-learning riichi-mahjong japanese-mahjong machine-learning behavioral-cloning imitation-learning curriculum-learning reinforcement-learning deep-reinforcement-learning offline-reinforcement-learning

Created 2021-08-05

339 commits to main branch, last one 4 months ago

Reinforcement-Learning-Papers Allenpandas

30

263

mit

13

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

dqn aaai icml ijcai neurips rl-papers q-learning policy-gradient imitation-learning reinforcement-learning artificial-intelligence deep-reinforcement-learning meta-reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers offline-reinforcement-learning multi-agent-reinforcement-learning reinforcement-learning-conferences hierarchical-reinforcement-learning reinforcement-learning-conferences-papers

Created 2023-01-05

117 commits to main branch, last one 27 days ago

OfflineRL-Kit yihaosun1124

32

243

mit

6

An elegant PyTorch offline reinforcement learning library for researchers.

pytorch offlinerl deep-learning reinforcement-learning deep-reinforcement-learning offline-reinforcement-learning

Created 2022-07-16

77 commits to main branch, last one 2 months ago

min-decision-transformer nikhilbarhate99

24

234

mit

1

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

mujoco pytorch robotics openai-gym transformer deep-learning machine-learning pytorch-transformers reinforcement-learning deep-reinforcement-learning offline-reinforcement-learning

Created 2022-02-12

30 commits to master branch, last one 2 years ago

OfflineRL polixir

20

148

apache-2.0

5

A collection of offline reinforcement learning algorithms.

reinforcement-learning offline-reinforcement-learning

Created 2021-02-18

146 commits to master branch, last one 20 days ago

CQL BY571

24

109

unknown

4

PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

dqn sac pytorch discrete-sac machine-learning pytorch-implementation offline-reinforcement-learning reinforcement-learning-algorithms

Created 2021-08-23

35 commits to main branch, last one 10 months ago

NeoRL polixir

12

101

apache-2.0

5

Python interface for accessing the near real-world offline reinforcement learning (NeoRL) benchmark datasets

offline-reinforcement-learning

Created 2021-02-07

17 commits to benchmark branch, last one about a year ago

og-marl instadeepai

7

99

apache-2.0

7

:battery: Datasets with baselines for offline multi-agent reinforcement learning.

reinforcement-learning offline-reinforcement-learning multi-agent-reinforcement-learning

Created 2022-11-08

290 commits to main branch, last one 8 days ago

latentplan ZhengyaoJiang

10

87

mit

2

Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.

transformer generative-model reinforcement-learning offline-reinforcement-learning model-based-reinforcement-learning

Created 2022-08-23

14 commits to main branch, last one about a year ago

EDAC snu-mllab

4

67

mit

2

Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)

offline-reinforcement-learning

Created 2021-10-10

57 commits to main branch, last one about a year ago

POR ryanxhr

6

54

mit

3

[NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"

pytorch offline-reinforcement-learning

Created 2022-07-29

19 commits to main branch, last one about a year ago

ReBRAC tinkoff-ai

6

50

apache-2.0

2

Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC

reinforcement-learning offline-reinforcement-learning

This repository has been archived (exclude archived)

Created 2023-05-07

27 commits to public-release branch, last one about a year ago

FISOR ZhengYinan-AIR

3

50

unknown

1

[ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"

jax diffusion-models imitation-learning reinforcement-learning safe-reinforcement-learning hamilton-jacobi-reachability offline-reinforcement-learning

Created 2023-10-29

29 commits to master branch, last one 3 days ago

sac-rnd tinkoff-ai

4

47

apache-2.0

3

Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023

jax-implementation flax-implementation deep-reinforcement-learning random-network-distillation offline-reinforcement-learning

This repository has been archived (exclude archived)

Created 2023-01-30

3 commits to main branch, last one about a year ago

FOCAL-ICLR LanqingLi1993

9

47

mit

3

Code for FOCAL Paper Published at ICLR 2021

meta-rl meta-learning multi-task-learning reinforcement-learning distance-metric-learning offline-reinforcement-learning

Created 2020-10-02

27 commits to master branch, last one 6 months ago

Stochastic-muzero DHDev0

8

46

gpl-3.0

5

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variation...

rl lstm muzero pytorch resnetv2 transformer arxiv-papers gym-environments machine-learning muzero-stochastic stochastic-muzero multilayer-perceptron monte-carlo-tree-search deep-reinforcement-learning online-reinforcement-learning offline-reinforcement-learning

Created 2023-01-17

26 commits to main branch, last one about a year ago

sac-n-jax Howuhh

3

45

mit

1

Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch

jax d4rl flax equinox reinforcement-learning offline-reinforcement-learning

Created 2022-11-28

13 commits to main branch, last one about a year ago

DPPO snu-mllab

1

33

mit

2

Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)

rlhf reinforcement-learning offline-reinforcement-learning preference-based-reinforcement-learning

Created 2023-10-08

11 commits to main branch, last one 8 months ago

DWBC ryanxhr

2

32

mit

1

[ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"

pytorch imitation-learning offline-reinforcement-learning

Created 2022-06-13

12 commits to main branch, last one about a year ago

loopquest LoopMind-AI

0

28

apache-2.0

2

A Production Tool for Embodied AI

gym mlops rlops simulation embodied-ai embodied-agent mlops-workflow gym-environment foundation-model machine-learning reinforcement-learning decision-making-algorithm reinforcement-learning-ops offline-reinforcement-learning

Created 2023-08-14

122 commits to main branch, last one about a month ago