20 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
803 commits to main branch, last one a day ago
HumanCompatibleAI
imitation HumanCompatibleAI
229
1.2k
mit
18
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 4 months ago
MatthewJA
Inverse-Reinforcement-Learning MatthewJA
237
947
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 about a year ago
reinforcement-learning-kr
lets-do-irl reinforcement-learning-kr
108
654
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
yrlu
irl-imitation yrlu
146
544
unknown
29
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 about a month ago
keiohta
tf2rl keiohta
103
461
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 2 years ago
sudharsan13296
Deep-Reinforcement-Learning-With-Python sudharsan13296
121
312
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
opendilab
DI-engine-docs opendilab
59
252
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 about a month ago
qzed
irl-maxent qzed
54
203
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 about a month ago
MCZhi
Driving-IRL-NGSIM MCZhi
37
189
mit
2
[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
Div99
IQ-Learn Div99
31
188
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
jangirrishabh
toyCarIRL jangirrishabh
47
170
mit
5
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 2 years ago
wanxinjin
Pontryagin-Differentiable-Programming wanxinjin
23
151
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 8 months ago
eric-xw
AREL eric-xw
35
136
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
cvlab-stonybrook
Scanpath_Prediction cvlab-stonybrook
22
95
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
Allenpandas
Tutorial4RL Allenpandas
8
81
mit
4
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 2 months ago
seolhokim
InverseRL-Pytorch seolhokim
10
54
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
WeiChengTseng
awesome-multi-agent WeiChengTseng
3
44
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
gkswamy98
fast_irl gkswamy98
4
44
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
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 3 months ago