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The Top 23 Python Reinforcement Learning Rl Open Source Projects

Open source projects categorized as Python Reinforcement Learning Rl
Categories > Machine Learning > Reinforcement Learning
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
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49most recent commit 4 months agopypi tf-agents} Downloads
Alphazero_gomoku ⭐ 2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
most recent commit 3 years ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Muzero General ⭐ 2,203
MuZero
most recent commit 7 months ago
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42most recent commit 3 months agopypi torchrl} Downloads
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
Noreward Rl ⭐ 1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit a year ago
Rl Baselines Zoo ⭐ 1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit 2 years ago
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Smac ⭐ 881
SMAC: The StarCraft Multi-Agent Challenge
most recent commit 8 months ago
Smarts ⭐ 853
Scalable Multi-Agent RL Training School for Autonomous Driving
dependent packages 1total releases 46most recent commit 3 months agopypi smarts} Downloads
Maro ⭐ 765
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
dependent packages 1total releases 28most recent commit 5 months agopypi pymaro} Downloads
Sample Factory ⭐ 692
High throughput synchronous and asynchronous reinforcement learning
total releases 20most recent commit 3 months ago
Rlseq2seq ⭐ 610
Deep Reinforcement Learning For Sequence to Sequence Models
most recent commit 4 years ago
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6most recent commit a year ago
Sumo Rl ⭐ 545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
total releases 8most recent commit 3 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
Tensorflow Reinforce ⭐ 477
Implementations of Reinforcement Learning Models in Tensorflow
most recent commit 6 years ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit 3 years ago
Recsim ⭐ 454
A Configurable Recommender Systems Simulation Platform
total releases 13most recent commit 3 years ago
Rl Tutorial Jnrr19 ⭐ 442
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
most recent commit 10 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
The 9 Most Depended On Python Reinforcement Learning Rl 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
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49latest release October 03, 2023most recent commit 4 months agopypi tf-agents} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
Smarts ⭐ 853
Scalable Multi-Agent RL Training School for Autonomous Driving
dependent packages 1total releases 46latest release September 28, 2023most recent commit 3 months agopypi smarts} Downloads
The 10 Latest Releases In Python Reinforcement Learning Rl Open Source Projects
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
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49latest release October 03, 2023most recent commit 4 months agopypi tf-agents} Downloads
Smarts ⭐ 853
Scalable Multi-Agent RL Training School for Autonomous Driving
dependent packages 1total releases 46latest release September 28, 2023most recent commit 3 months agopypi smarts} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
Jsbgym ⭐ 11
An JSBSim environment for reinforcement learning, original from https://github.com/Gor-Ren/gym-jsbsim
total releases 7latest release August 06, 2023most recent commit 4 months ago
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