25 results found Sort:

opendilab
DI-engine opendilab
378
3.1k
apache-2.0
23
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
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
824 commits to main branch, last one a day ago
takuseno
d3rlpy takuseno
243
1.3k
mit
27
An offline deep reinforcement learning library
pytorch offline-rl deep-learning deep-reinforcement-learning
Created 2020-05-23
1,659 commits to master branch, last one 9 days ago
hanjuku-kaso
awesome-offline-rl hanjuku-kaso
87
935
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 10 months ago
mbreuss
diffusion-literature-for-robotics mbreuss
38
687
mit
21
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 2 months ago
yingchengyang
Reinforcement-Learning-Papers yingchengyang
23
323
mit
17
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
500 commits to main branch, last one 15 days ago
Farama-Foundation
Minari Farama-Foundation
43
302
other
12
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
380 commits to main branch, last one 2 days ago
opendilab
DI-engine-docs opendilab
62
289
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
331 commits to main branch, last one 28 days ago
Cryolite
kanachan Cryolite
40
286
unknown
17
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 9 months ago
Sea-Snell
Implicit-Language-Q-Learning Sea-Snell
17
200
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 about a year ago
liuzuxin
OSRL liuzuxin
12
178
apache-2.0
5
🤖 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 2 months ago
Shanghai-Digital-Brain-Laboratory
BDM-DB1 Shanghai-Digital-Brain-Laboratory
9
129
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
11
115
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 about a year ago
denisyarats
exorl denisyarats
9
105
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
nissymori
JAX-CORL nissymori
2
104
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
344 commits to main branch, last one 2 days ago
takuseno
minerva takuseno
9
96
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
opendilab
GenerativeRL opendilab
7
93
apache-2.0
3
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
38 commits to main branch, last one 7 days ago
Div99
XQL Div99
10
80
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
nakamotoo
Cal-QL nakamotoo
5
78
unknown
4
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 4 months ago
liuzuxin
DSRL liuzuxin
4
77
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 2 months ago
LAMDA-RL
OfflineRL-Lib LAMDA-RL
7
65
mit
3
Benchmarked implementations of Offline RL Algorithms.
pytorch offline-rl reinforcement-learning
Created 2023-02-13
119 commits to master branch, last one 7 months ago
callmespring
RL-short-course callmespring
18
56
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
89 commits to main branch, last one 29 days ago
MLforHealth
rl_representations MLforHealth
11
51
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 3 years ago
young-geng
JaxCQL young-geng
6
51
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
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 2 years ago
holarissun
Prompt-OIRL holarissun
5
35
mit
3
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 8 months ago