inverse-reinforcement-learning
There are 119 repositories under inverse-reinforcement-learning topic.
opendilab/DI-engine
OpenDILab Decision AI Engine
HumanCompatibleAI/imitation
Clean PyTorch implementations of imitation and reward learning algorithms
MatthewJA/Inverse-Reinforcement-Learning
Implementations of selected inverse reinforcement learning algorithms.
reinforcement-learning-kr/lets-do-irl
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
yrlu/irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
keiohta/tf2rl
TensorFlow2 Reinforcement Learning
chauvinSimon/My_Bibliography_for_Research_on_Autonomous_Driving
Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"
sudharsan13296/Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
opendilab/DI-engine-docs
DI-engine docs (Chinese and English)
jiachenli94/Awesome-Decision-Making-Reinforcement-Learning
A selection of state-of-the-art research materials on decision making and motion planning.
andrewliao11/gail-tf
Tensorflow implementation of generative adversarial imitation learning
qzed/irl-maxent
Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python
MCZhi/Driving-IRL-NGSIM
[T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning
Div99/IQ-Learn
(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation
jangirrishabh/toyCarIRL
Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)
wanxinjin/Pontryagin-Differentiable-Programming
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.
eric-xw/AREL
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
uidilr/gail_ppo_tf
Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action
cvlab-stonybrook/Scanpath_Prediction
Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)
ahq1993/inverse_rl
Adversarial Imitation Via Variational Inverse Reinforcement Learning
Allenpandas/Tutorial4RL
Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.
tdavchev/DESIRE
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents
seolhokim/InverseRL-Pytorch
Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation
neka-nat/inv_rl
Inverse Reinforcement Learning Argorithms
nosyndicate/pytorchrl
Deep Reinforcement Learning algorithms implemented in PyTorch
ewanlee/ICLR2019-RL-Papers
The Reinforcement-Learning-Related Papers of ICLR 2019
gkswamy98/fast_irl
Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.
krasheninnikov/max-causal-ent-irl
Maximum Causal Entropy Inverse Reinforcement Learning
WeiChengTseng/awesome-multi-agent
A curated list of awesome multi-agent learning papers
dit7ya/awesome-irl
A curated list of awesome Inverse Reinforcement Learning resources.
marinaKollmitz/learning-nav-irl
Learning human-aware robot navigation behavior from demonstrations via Maximum Entropy Inverse Reinforcement Learning.
twni2016/f-IRL
Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020
FudanNLP/Irl_gen
This is implementation of the paper 'Toward Diverse Text Generation with Inverse Reinforcement Learning' https://arxiv.org/abs/1804.11258 IJCAI2018
decisionforce/modulardecision
[CoRL'20] Learning a Decision Module by Imitating Driver’s Control Behaviors
dongminlee94/Reinforcement-Learning-Code
A repository for code of reinforcement learning algorithms with PyTorch
decisionforce/MAIRL
[RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model