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bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC

costa

Code for AAMAS 2024 "Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation"

cpo

Constrained Policy Optimization

cql

Code for conservative Q-learning

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

dreamerv3

Mastering Diverse Domains through World Models

dynail

DYNAIL: Dynamics Adapted Imitation Learning

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

gym-tictactoe

OpenAI Gym Style Tic-Tac-Toe Environment

h2o

[NeurIPS'22 Spotlight] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning

habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

hidil

Code for the paper "Offline Imitation Learning with a Misspecified Simulator"

llm-agent-paper-list

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

marl-algorithms

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

mbpo_pytorch

A pytorch reprelication of the model-based reinforcement learning algorithm MBPO

mc-planner

Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents"

minedojo

Building Open-Ended Embodied Agents with Internet-Scale Knowledge

minerl

MineRL Competition for Sample Efficient Reinforcement Learning - Python Package

mujoco-circle

mujoco-circle environment for safe RL

offlinerl

A collection of offline reinforcement learning algorithms. This is a mirror repo from https://agit.ai/Polixir/OfflineRL

offlinerl-kit

An elegant PyTorch offline reinforcement learning library for researchers.

offlinesafe

For the experiment of offline safe algorithms

offpymarl

Benchmarked implementations of Offline Multi-Agent RL Algorithms based on PyMARL codebase.

omar

omnisafe

OmniSafe is an infrastructural framework for accelerating SafeRL research.

plan4mc

Reinforcement learning and planning for Minecraft.

recovery-rl

Implementation of Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones.

safedreamer

safety-gymnasium

Safety-Gymnaisum is a highly scalable and customizable safe reinforcement learning environment library.