inverse-reinforcement-learning 开源项目推荐（144 个）

opendilab /DI-engine

OpenDILab 决策智能引擎。最全面的强化学习框架 B.P.

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

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

keiohta /tf2rl

TensorFlow2 Reinforcement Learning

chauvinSimon /My_Bibliography_for_Research_on_Autonomous_Driving

关于“自动驾驶决策”相关科研工作的个人笔记

Div-Infinity /IQ-Learn

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

opendilab /DI-engine-docs

DI-engine docs (Chinese and English)

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

jiachenli94 /Awesome-Decision-Making-Reinforcement-Learning

A selection of state-of-the-art research materials on decision making and motion planning.

Allenpandas /Tutorial4RL

Tutorial4RL：强化学习教程。强化学习入门教程。

andrewliao11 /gail-tf

Tensorflow implementation of generative adversarial imitation learning

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.

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)

eric-xw /AREL

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

cvlab-stonybrook /Scanpath_Prediction

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

uidilr /gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action