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thu-ml
tianshou

An elegant PyTorch deep reinforcement learning library.

84K 11K 1K
lucadellalib
actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

3K 14 0
kngwyu
rainy

:umbrella: Deep RL agents with PyTorch:umbrella:

2K 36 5
AI4Finance-LLC
elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

1K 4K 970
tanyuqian
redco

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

1K 69 7
agi-brain
xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

1K 1K 156
cpnota
autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

991 657 73
sintefneodroid
neodroidagent

Examples of agents for neodroid environments 💡

864 11 6
sail-sg
oat-llm

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

788 652 64
CN-UPB
deepcomp

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

629 66 13
RLE-Foundation
rllte-core

Long-Term Evolution Project of Reinforcement Learning

510 469 90
iffiX
machin

Reinforcement learning library

408 418 51
NeuroAI-Research
minimalist-rl

Minimalist & Decoupled Reinforcement Learning.

399 0 0
zhangdongkun98
rllib

A simple and neat implementation of reinforcement learning algorithms.

351 0 0
alexzh3
hill-climb-racing-env

A Gymnasium reinforcement learning environment for Hill Climb Racing

331 1 0
GabrielMusat
lazaro

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

257 4 0
AI4Finance-Foundation
finrl-trading

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

243 3K 972
ai-glimpse
toyrl

Reinforce learning is awesome!

227 26 2
TARTRL
tartrl-nightly

基于PyTorch的分布式强化学习框架

202 3 0
liuzuxin
fast-safe-rl

🚀 A fast safe reinforcement learning library in PyTorch

189 248 33
TARTRL
tartrl

基于PyTorch的分布式强化学习框架

160 3 0
maik97
wacky-rl

Custom Reinforcement Learning Agents

159 4 0
rystrauss
dopamax

Reinforcement learning in pure JAX.

151 13 1
DevSlem
aine-drl

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

118 9 2
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