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DI-engine opendilab

373

3.1k

apache-2.0

22

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

Created 2021-07-04

821 commits to main branch, last one 16 days ago

imitation HumanCompatibleAI

247

1.3k

mit

19

Clean PyTorch implementations of imitation and reward learning algorithms

gymnasium reward-learning imitation-learning inverse-reinforcement-learning

Created 2018-12-08

684 commits to master branch, last one 10 months ago

Inverse-Reinforcement-Learning MatthewJA

238

980

mit

36

Implementations of selected inverse reinforcement learning algorithms.

reinforcement-learning inverse-reinforcement-learning

Created 2015-10-23

31 commits to master branch, last one 2 years ago

lets-do-irl reinforcement-learning-kr

113

711

mit

15

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

app irl gail vail maxent pytorch inverse-reinforcement-learning

Created 2018-12-09

144 commits to master branch, last one 3 years ago

irl-imitation yrlu

146

589

unknown

31

Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

ml rl irl lfd imitation tensorflow machine-learning imitation-learning reinforcement-learning learning-from-demonstration inverse-reinforcement-learning

Created 2017-05-24

53 commits to master branch, last one 6 months ago

tf2rl keiohta

103

467

mit

18

TensorFlow2 Reinforcement Learning

tensorflow tensorflow2 imitation-learning reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning

Created 2019-04-10

985 commits to master branch, last one 3 years ago

Deep-Reinforcement-Learning-With-Python sudharsan13296

125

350

unknown

11

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

a2c a3c c51 dqn ppo sac td3 ddpg trpo double-dqn openai-gym q-learning actor-critic deep-learning policy-gradient bellman-equation reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning

Created 2020-10-02

23 commits to master branch, last one 3 years ago

DI-engine-docs opendilab

62

288

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 15 days ago

irl-maxent qzed

56

227

mit

5

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

maximum-entropy machine-learning inverse-reinforcement-learning

Created 2019-05-06

108 commits to master branch, last one 7 months ago

Driving-IRL-NGSIM MCZhi

40

219

mit

3

[T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning

autonomous-driving inverse-reinforcement-learning

Created 2021-07-19

35 commits to main branch, last one 2 years ago

IQ-Learn Div99

31

204

other

3

(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

imitation-learning reinforcement-learning inverse-reinforcement-learning

Created 2021-10-04

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

toyCarIRL jangirrishabh

46

178

mit

4

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

pygame pymunk python robotics reinforcement-learning apprenticeship-learning artificial-intelligence learning-from-demonstration inverse-reinforcement-learning

Created 2016-07-03

29 commits to master branch, last one 3 years ago

Pontryagin-Differentiable-Programming wanxinjin

23

163

mit

9

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

control-systems motion-planning optimal-control control-learning learning-control dynamical-systems imitation-learning end-to-end-learning system-identification reinforcement-learning trajectory-optimisation trajectory-optimization differentiable-programming pontryagin-maximum-principle inverse-reinforcement-learning reinforcement-learning-environments

Created 2020-01-01

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

AREL eric-xw

35

137

mit

12

Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"

rl vision-and-language visual-storytelling adversarial-learning adversarial-reward-learning inverse-reinforcement-learning

Created 2018-04-24

36 commits to master branch, last one 3 years ago

Tutorial4RL Allenpandas

8

117

mit

6

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

a3c dqn ddpg sarsa tutorial qlearning rl-tutorial policy-gradient multi-agent-systems reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning reinforcementlearning-tutorial multi-agent-reinforcement-learning

Created 2023-01-07

16 commits to main branch, last one 7 months ago

Scanpath_Prediction cvlab-stonybrook

22

105

mit

8

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

pytorch cvpr2020 imitation-learning scanpath-prediction adversarial-networks inverse-reinforcement-learning

Created 2020-03-27

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

InverseRL-Pytorch seolhokim

10

63

mit

2

Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation

airl gail sqil vail eairl vairl pytorch inverserl reinforcement-learning inverse-reinforcement-learning

Created 2021-03-11

97 commits to main branch, last one 3 years ago

awesome-multi-agent WeiChengTseng

4

50

mit

3

A curated list of awesome multi-agent learning papers

rl awesome multi-agent awesome-list communication imitation-learning multi-agent-systems multi-agent-learning reinforcement-learning inverse-reinforcement-learning multi-agent-reinforcement-learning

Created 2021-12-20

20 commits to main branch, last one 2 years ago

fast_irl gkswamy98

5

46

unknown

4

Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.

imitation-learning inverse-reinforcement-learning

Created 2023-03-24

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

f-IRL twni2016

8

42

mit

5

Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020

maxent mujoco pytorch imitation-learning deep-reinforcement-learning inverse-reinforcement-learning

Created 2020-08-05

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

Prompt-OIRL holarissun

5

33

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

2023-Reinforcement-Learning-Conferences-Papers Allenpandas

0

28

mit

2

The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

aaai-2023 iclr-2023 icml-2023 icra-2023 aamas-2023 ijcai-2023 neurips-2023 reinforcement-learning deep-reinforcement-learning meta-reinforcement-learning safe-reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers inverse-reinforcement-learning deep-reinforcement-learning-paper deep-reinforcement-learning-papers multi-agent-reinforcement-learning hierarchical-reinforcement-learning

Created 2023-11-11

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