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tianshou

An elegant PyTorch deep reinforcement learning library.

actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

rainy

:umbrella: Deep RL agents with PyTorch:umbrella:

elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

redco

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

neodroidagent

Examples of agents for neodroid environments 💡

oat-llm

🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.

deepcomp

DeepCoMP: Self-Learning Dynamic Multi-Cell Selection for Coordinated Multipoint (CoMP)

rllte-core

Long-Term Evolution Project of Reinforcement Learning

machin

Reinforcement learning library

minimalist-rl

Minimalist & Decoupled Reinforcement Learning.

rllib

A simple and neat implementation of reinforcement learning algorithms.

hill-climb-racing-env

A Gymnasium reinforcement learning environment for Hill Climb Racing

lazaro

Reinforcement learning framework for implementing custom models on custom environments using state of the art RL algorithms

finrl-trading

FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading

toyrl

Reinforce learning is awesome!

tartrl-nightly

基于PyTorch的分布式强化学习框架

fast-safe-rl

🚀 A fast safe reinforcement learning library in PyTorch

tartrl

基于PyTorch的分布式强化学习框架

wacky-rl

Custom Reinforcement Learning Agents

dopamax

Reinforcement learning in pure JAX.

aine-drl

AINE-DRL is a deep reinforcement learning (DRL) baseline framework. AINE means "Agent IN Environment".