Popular GitHub Repositories for Off Policy

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

DrQ: Data regularized Q

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

ExORL: Exploratory Data for Offline Reinforcement Learning

Actor Prioritized Experience Replay

PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"

TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"

Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning

PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"

Jax-Based Off-Policy RL Algorithms

PyTorch-implementation-DICE-algorithms

Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms

PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"

PyTorch implementation of our work: "Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning"

PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"

TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"

PyTorch implementation of our work: "Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning"