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The Top 23 Python Reinforcement Learning Algorithms Open Source Projects

Open source projects categorized as Python Reinforcement Learning Algorithms
Categories > Reinforcement Learning Algorithms
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80most recent commit 3 months agopypi stable-baselines3} Downloads
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 10total releases 31most recent commit 3 years agopypi stable-baselines} Downloads
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19most recent commit 3 months agopypi DI-engine} Downloads
Ppo Pytorch ⭐ 1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 5 months ago
Rex Gym ⭐ 759
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
total releases 17most recent commit 3 years ago
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months ago
Pomdps.jl ⭐ 616
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
most recent commit 4 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Purejaxrl ⭐ 460
Really Fast End-to-End Jax RL Implementations
most recent commit 5 months ago
Ppo For Beginners ⭐ 427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w
most recent commit 8 months ago
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57most recent commit 3 months agopypi sb3-contrib} Downloads
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 2 years ago
Rls ⭐ 330
Reinforcement Learning Algorithms Based on PyTorch
most recent commit 3 years ago
Uav Ddpg ⭐ 297
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
most recent commit 4 months ago
Xingtian ⭐ 282
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
most recent commit 8 months ago
Curl ⭐ 280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
most recent commit 3 years ago
Rofunc ⭐ 262
🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation
total releases 24most recent commit 3 months ago
Reinforcement Learning An Introduction Chinese ⭐ 260
《Reinforcement Learning: An Introduction》（第二版）中文翻译
most recent commit 2 years ago
Uav_obstacle_avoiding_drl ⭐ 242
This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.
most recent commit 3 months ago
Machine Learning Goodness ⭐ 235
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
most recent commit 5 months ago
Di Engine Docs ⭐ 234
DI-engine docs (Chinese and English)
most recent commit 3 months ago
Simple_rl ⭐ 224
A simple framework for experimenting with Reinforcement Learning in Python.
total releases 31most recent commit 2 years ago
Hierarchical Actor Critic Hac Pytorch ⭐ 154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
most recent commit 2 years ago
The 6 Most Depended On Python Reinforcement Learning Algorithms Open Source Projects
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 10total releases 31latest release April 06, 2021most recent commit 3 years agopypi stable-baselines} Downloads
Rl Lib ⭐ 11
A simple and neat implementation of reinforcement learning algorithms.
dependent packages 3total releases 1latest release June 10, 2021most recent commit 2 years agopypi rllib} Downloads
Mabalgs ⭐ 100
:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:
dependent packages 3total releases 33latest release June 30, 2021most recent commit 2 years agopypi mabalgs} Downloads
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19latest release December 05, 2023most recent commit 3 months agopypi DI-engine} Downloads
The 10 Latest Releases In Python Reinforcement Learning Algorithms Open Source Projects
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19latest release December 05, 2023most recent commit 3 months agopypi DI-engine} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 5 months ago
Rofunc ⭐ 262
🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation
total releases 24latest release October 16, 2023most recent commit 3 months ago
Helx ⭐ 9
Interoperating between (Deep) Reiforcement Learning libraries
total releases 5latest release January 31, 2023most recent commit 3 months ago
Unstable_baselines ⭐ 8
A TF2.0 implementation of RL baselines.
total releases 1latest release September 17, 2021most recent commit 3 years ago
Pyrandwalk ⭐ 7
:walking:Python Library for Random Walks.
total releases 3latest release August 24, 2021most recent commit 3 years ago
Mabalgs ⭐ 100
:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:
dependent packages 3total releases 33latest release June 30, 2021most recent commit 2 years agopypi mabalgs} Downloads
Rl Lib ⭐ 11
A simple and neat implementation of reinforcement learning algorithms.
dependent packages 3total releases 1latest release June 10, 2021most recent commit 2 years agopypi rllib} Downloads
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