Search Results - RepositoryStats

DI-engine opendilab

395

3.3k

apache-2.0

22

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Created 2021-07-04

849 commits to main branch, last one 11 hours ago

d3rlpy takuseno

246

1.4k

mit

25

An offline deep reinforcement learning library

pytorch offline-rl deep-learning deep-reinforcement-learning

Created 2020-05-23

1,682 commits to master branch, last one 8 days ago

awesome-offline-rl hanjuku-kaso

88

964

unknown

44

An index of algorithms for offline reinforcement learning (offline-rl)

awesome research offline-rl awesome-list off-policy-evaluation reinforcement-learning

Created 2020-12-04

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

diffusion-literature-for-robotics mbreuss

39

788

mit

24

Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.

summary grasping robotics literature offline-rl grasping-robot motion-planning diffusion-models imitation-learning video-diffusion-model reinforcement-learning score-based-generative-modeling

Created 2022-11-02

47 commits to main branch, last one 5 months ago

Reinforcement-Learning-Papers yingchengyang

27

375

mit

16

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

iclr23 iclr24 icml22 icml23 icml24 neurips22 neurips23 neurips24 offline-rl model-free-rl model-based-rl reinforcement-learning meta-reinforcement-learning reinforcement-learning-papers unsupervised-reinforcement-learning generalization-reinforcement-learning

Created 2021-10-29

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

Minari Farama-Foundation

51

356

other

11

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

datasets gymnasium offline-rl reinforcement-learning

Created 2022-10-06

386 commits to main branch, last one 19 days ago

kanachan Cryolite

40

303

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 about a year ago

DI-engine-docs opendilab

63

295

apache-2.0

2

DI-engine docs (Chinese and English)

offline-rl pytorch-rl deep-learning imitation-learning reinforcement-learning inverse-reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning multi-agent-reinforcement-learning

Created 2021-07-09

333 commits to main branch, last one 5 days ago

Implicit-Language-Q-Learning Sea-Snell

18

205

mit

4

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

iql nlp python pytorch offline-rl q-learning language-model implicit-q-learning reinforcement-learning

Created 2022-06-05

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

OSRL liuzuxin

13

195

apache-2.0

4

🤖 Elegant implementations of offline safe RL algorithms in PyTorch

cdt cpq bc-safe library pytorch safe-rl robotics offline-rl offline-safe-rl reinforcement-learning

Created 2023-04-08

48 commits to main branch, last one 6 months ago

JAX-CORL nissymori

2

134

mit

4

Clean single-file implementation of offline RL algorithms in JAX

cql iql jax awac d4rl flax td3bc offline-rl single-file decision-transformer reinforcement-learning offline-reinforcement-learning

Created 2024-01-22

356 commits to main branch, last one 2 months ago

BDM-DB1 Shanghai-Digital-Brain-Laboratory

9

130

apache-2.0

4

A large-scale multi-modal pre-trained model

multi-task offline-rl multi-modal transformers decision-model

Created 2022-11-15

7 commits to master branch, last one 2 years ago

GenerativeRL opendilab

8

122

apache-2.0

2

Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).

rl diffusion flow-model offline-rl generative-ai diffusion-models diffusion-policy generative-model reinforcement-learning

Created 2024-04-11

42 commits to main branch, last one 25 days ago

scope-rl hakuhodo-technologies

12

120

apache-2.0

4

SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection

research offline-rl risk-assessment off-policy-evaluation reinforcement-learning

Created 2020-12-18

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

exorl denisyarats

9

110

mit

2

ExORL: Exploratory Data for Offline Reinforcement Learning

mujoco python control pytorch datasets exporation model-free off-policy offline-rl unsupevised deep-learning reinforcement-learning

Created 2022-02-06

7 commits to main branch, last one 3 years ago

minerva takuseno

9

99

mit

5

An out-of-the-box GUI tool for offline deep reinforcement learning

pytorch offline-rl deep-learning deep-reinforcement-learning

Created 2020-08-07

220 commits to master branch, last one 3 years ago

DSRL liuzuxin

6

88

apache-2.0

2

🔥 Datasets and env wrappers for offline safe reinforcement learning

safety dataset safe-rl robotics benchmark offline-rl imitation-learning reinforcement-learning

Created 2023-06-05

27 commits to main branch, last one 6 months ago

Cal-QL nakamotoo

5

88

unknown

3

official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning

offline-rl offline-to-online-rl reinforcement-learning

Created 2023-05-09

3 commits to main branch, last one 7 months ago

XQL Div99

10

84

unknown

2

Extreme Q-Learning: Max Entropy RL without Entropy

offline-rl deep-learning energy-based-model gumbel-distribution reinforcement-learning

Created 2023-01-10

27 commits to main branch, last one 2 years ago

OfflineRL-Lib LAMDA-RL

7

71

mit

2

Benchmarked implementations of Offline RL Algorithms.

pytorch offline-rl reinforcement-learning

Created 2023-02-13

119 commits to master branch, last one 10 months ago

RL-short-course callmespring

18

63

other

2

Reinforcement Learning Short Course

offline-rl q-learning ridesharing deep-q-network model-based-rl policy-gradient value-iteration policy-iteration fitted-q-iteration dynamic-programming monte-carlo-methods policy-based-method off-policy-evaluation reinforcement-learning markov-decision-processes order-dispatch-recommendation temporal-differencing-learning

Created 2023-02-07

90 commits to main branch, last one 2 months ago

JaxCQL young-geng

6

53

mit

2

Conservative Q learning in Jax

jax offline-rl reinforcement-learning

Created 2021-11-13

27 commits to master branch, last one 2 years ago

rl_representations MLforHealth

12

52

mit

4

Learning representations for RL in Healthcare under a POMDP assumption

healthcare offline-rl reinforcement-learning representation-learning sequential-decision-making-problems

Created 2020-11-09

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

Implicit-Q-Learning BY571

4

42

unknown

2

PyTorch implementation of the implicit Q-learning algorithm (IQL)

iql batch-rl offline-rl q-learning implicit-q-learning reinforcement-learning

Created 2021-10-23

10 commits to main branch, last one 3 years ago

Prompt-OIRL holarissun

6

38

mit

2

code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning

irl llm rlhf rlaif offline-rl offline-irl prompt-engineering large-language-models inverse-reinforcement-learning

Created 2023-09-10

58 commits to main branch, last one 12 months ago

mopo junming-yang

7

31

mit

1

Model-based Offline Policy Optimization re-implement all by pytorch

rl offline-rl model-based-rl reinforcement-learning

Created 2022-07-03

23 commits to master branch, last one about a year ago