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thu-ml
tianshou

An elegant PyTorch deep reinforcement learning library.

84K 11K 1K
tahashieenavaz
aftab

Combining advancements in discrete deep reinforcement learning

47K 3 1
opendilab
di-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

5K 4K 432
opendilab
lightzero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

4K 2K 190
cpohagwu
crosslearn

Reusable representation extractors for reinforcement learning across vectors, images, and Chronos-backed time-series windows.

2K 2 0
wau
keras-rl2

Reinforcement learning with tensorflow 2 keras

1K 252 104
agi-brain
xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

1K 1K 156
MushroomRL
mushroom-rl

Python library for Reinforcement Learning.

935 929 159
OpenRL-Lab
openrl

unified reinforcement learning framework

895 829 81
Trenza1ore
sb3-extra-buffers

[ :suspect:👾 ] ➡️ 💾 ➡️ { 🎮🕹️ } Extra Stable-Baselines3 buffer classes. Reducing RL memory usage drastically with minimal overhead.

533 22 0
danijar
dreamerv2

Mastering Atari with Discrete World Models

435 1K 212
huterguier
gxm

Reinforcement Learning Environments in JAX.

221 8 1
heronsystems
adeptrl

Reinforcement learning framework to accelerate research

203 205 26
aserhiychuk
pyreinforce

Deep Reinforcement Learning library for Python

189 10 0
giansimone
dqn-ale-spaceinvaders

A Deep Q-Network (DQN) implementation for Atari Space Invaders using Gymnasium and PyTorch.

160 0 0
qlan3
gym-games

This is a gym version of various games for reinforcenment learning.

127 89 22
KDL-umass
toybox-envs

OpenAI Gym API for interacting with Toybox RL environments.

106 27 11
KDL-umass
toybox-api

The Machine Learning Toybox for testing the behavior of autonomous agents.

105 27 11
KDL-umass
toybox-cffi

No description available

55 27 11
worldflux
worldflux

Unified Python interface for world models in reinforcement learning

48 2 0
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