Popular GitHub Repositories for Irl

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

code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning

Adversarial Inverse Reinforcement Learning Implement For Mountain Car

Generate expert demonstrations; GAIL(Generative Adversarial Imitation Learning); IRL(Inverse Reinforcement Learning)

Implementation of Off Policy Adversarial Inverse Reinforcement Learning

Searching for optimal paths in a customized Grid-world environment using Imitation Learning; Variational Adversarial Imitation Learning [VAIL]

Implementation of GAIL and AIRL using chinerrl

GAIL learning to imitate PPO playing CartPole.

Applying Max Entropy Deep Inverse Reinforcement Learning (Wulfmeier 2015) to Car Following

Implementation of T-REX and D-REX Inverse Reinforcement Learning (IRL) algorithm for learning form suboptimal demonstrations

LFD is a lightweight framework for data processing. Easily integrate and manage your data workflows. ??

Experiments for my master project "Convergence and Sample Complexity of Constrained Inverse Reinforcement Learning". Implements RL, IRL and CIRL using policy gradient methods, code written in python and jax.

Compares RL and IRL models on different gridworld environments

Codigos fuentes para el curso de Sistemas Inteligentes