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The Top 23 Agent Reinforcement Learning Open Source Projects

Open source projects categorized as Agent Reinforcement Learning
Categories > Operations > Agent
Categories > Machine Learning > Reinforcement Learning
Ml Agents ⭐ 15,707
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
dependent packages 17total releases 46most recent commit 5 months agopypi mlagents} Downloads
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Pysc2 ⭐ 7,768
StarCraft II Learning Environment
dependent packages 6total releases 8most recent commit 10 months agopypi PySC2} Downloads
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
Acme ⭐ 3,372
A library of reinforcement learning components and agents
most recent commit 11 days ago
Football ⭐ 3,177
Check out the new game server:
dependent packages 2total releases 27most recent commit 5 months agopypi gfootball} 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
Iccv2019 Learningtopaint ⭐ 2,125
ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning
most recent commit 2 years ago
Deeprl Agents ⭐ 2,004
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
most recent commit 5 years ago
Gym Anytrading ⭐ 1,751
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit 8 months ago
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
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit 2 years ago
Tradinggym ⭐ 1,190
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
most recent commit 8 months 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 5 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
Deepdrive ⭐ 845
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
most recent commit 9 months ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit 3 years ago
Gibsonenv ⭐ 814
Gibson Environments: Real-World Perception for Embodied Agents
most recent commit 3 months ago
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
Trading Bot ⭐ 758
Stock Trading Bot using Deep Q-Learning
most recent commit 5 months ago
Super Mario Bros A3c Pytorch ⭐ 735
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
most recent commit 3 years ago
The 10 Most Depended On Agent Reinforcement Learning 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
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75latest release December 01, 2023most recent commit 3 months agopypi Grid2Op} Downloads
Pysc2 ⭐ 7,768
StarCraft II Learning Environment
dependent packages 6total releases 8latest release July 13, 2022most recent commit 10 months agopypi PySC2} Downloads
Rl Js ⭐ 12
A reinforcement learning library for JavaScript.
dependent packages 6total releases 22latest release September 14, 2018most recent commit 5 years agonpm @rl-js/configuration} 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
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} Downloads
Reimprovejs ⭐ 101
A framework using TensorFlow.js for Deep Reinforcement Learning
dependent packages 2total releases 2latest release May 23, 2018most recent commit 3 years agonpm furnishjs} Downloads
Football ⭐ 3,177
Check out the new game server:
dependent packages 2total releases 27latest release January 25, 2022most recent commit 5 months agopypi gfootball} Downloads
The 10 Latest Releases In Agent Reinforcement Learning Open Source Projects
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75latest release December 01, 2023most recent commit 3 months agopypi Grid2Op} Downloads
Poke Env ⭐ 245
A python interface for training Reinforcement Learning bots to battle on pokemon showdown
total releases 50latest release November 20, 2023most recent commit 3 months ago
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
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
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