23 results found Sort:

opendilab
DI-engine opendilab
342
2.7k
apache-2.0
19
OpenDILab Decision AI Engine
drl r2d2 smac atari impala mujoco python minigrid self-play offline-rl pytorch-rl distributed-system imitation-learning reinforcement-learning exploration-exploitation inverse-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning-algorithms distributed-reinforcement-learning model-based-reinforcement-learning
Created 2021-07-04
802 commits to main branch, last one 2 days ago
takuseno
d3rlpy takuseno
225
1.2k
mit
28
An offline deep reinforcement learning library
pytorch offline-rl deep-learning deep-reinforcement-learning
Created 2020-05-23
1,600 commits to master branch, last one 14 days ago
hanjuku-kaso
awesome-offline-rl hanjuku-kaso
84
871
unknown
45
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 3 months ago
mbreuss
diffusion-literature-for-robotics mbreuss
25
391
mit
17
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
41 commits to main branch, last one 25 days ago
Cryolite
kanachan Cryolite
39
260
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 3 months ago
opendilab
DI-engine-docs opendilab
58
253
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
324 commits to main branch, last one 23 days ago
yingchengyang
Reinforcement-Learning-Papers yingchengyang
16
240
mit
15
Related papers for reinforcement learning, including classic papers and latest papers in top conferences
iclr22 iclr23 iclr24 icml22 icml23 neurips22 neurips23 offline-rl world-models model-free-rl model-based-rl reinforcement-learning deep-reinforcement-learning meta-reinforcement-learning reinforcement-learning-papers multi-task-reinforcement-learning model-based-reinforcement-learning unsupervised-reinforcement-learning generalization-reinforcement-learning representation-reinforcement-learning
Created 2021-10-29
475 commits to main branch, last one 9 days ago
Farama-Foundation
Minari Farama-Foundation
37
227
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
325 commits to main branch, last one 5 days ago
Sea-Snell
Implicit-Language-Q-Learning Sea-Snell
16
192
mit
6
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 10 months ago
liuzuxin
OSRL liuzuxin
12
143
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
46 commits to main branch, last one 7 months ago
Shanghai-Digital-Brain-Laboratory
BDM-DB1 Shanghai-Digital-Brain-Laboratory
9
122
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 about a year ago
hakuhodo-technologies
scope-rl hakuhodo-technologies
9
101
apache-2.0
5
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 6 months ago
denisyarats
exorl denisyarats
8
98
mit
3
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 2 years ago
takuseno
minerva takuseno
8
92
mit
6
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
Div99
XQL Div99
9
72
unknown
3
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 about a year ago
typoverflow
OfflineRL-Lib typoverflow
7
60
mit
3
Benchmarked implementations of Offline RL Algorithms.
pytorch offline-rl reinforcement-learning
Created 2023-02-13
119 commits to master branch, last one 26 days ago
liuzuxin
DSRL liuzuxin
5
57
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
24 commits to main branch, last one 7 months ago
MLforHealth
rl_representations MLforHealth
11
47
mit
5
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
14 commits to main branch, last one 2 years ago
callmespring
RL-short-course callmespring
15
47
other
3
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
87 commits to main branch, last one 9 days ago
young-geng
JaxCQL young-geng
6
47
mit
3
Conservative Q learning in Jax
jax offline-rl reinforcement-learning
Created 2021-11-13
27 commits to master branch, last one about a year ago
BY571
Implicit-Q-Learning BY571
3
39
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 2 years ago
nissymori
JAX-CORL nissymori
0
32
mit
2
Clean single-file implementation of offline RL algorithms in JAX
jax flax offline-rl single-file
Created 2024-01-22
291 commits to main branch, last one 2 days ago
holarissun
Prompt-OIRL holarissun
5
25
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 2 months ago