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The Top 23 Reinforcement Learning Open Source Projects

Open source projects categorized as Reinforcement Learning
Categories > Machine Learning > Reinforcement Learning
Physo ⭐ 1,669
Physical Symbolic Optimization
most recent commit 5 months ago
Chess Alpha Zero ⭐ 1,666
Chess reinforcement learning by AlphaGo Zero methods.
most recent commit 4 years ago
Vizdoom ⭐ 1,665
Reinforcement Learning environments based on the 1993 game Doom :godmode:
most recent commit 2 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
Book Mathmatical Foundation Of Reinforcement Learning ⭐ 1,653
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
most recent commit 4 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
Rainbow Is All You Need ⭐ 1,637
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
most recent commit 6 months ago
Tnt ⭐ 1,598
A lightweight library for PyTorch training tools and utilities
dependent packages 13total releases 3most recent commit 3 months agopypi torchnet} Downloads
Snake ⭐ 1,596
Artificial intelligence for the Snake game.
most recent commit a month ago
Drl ⭐ 1,542
Deep Reinforcement Learning
most recent commit a year ago
Advanced Deep Learning With Keras ⭐ 1,534
Advanced Deep Learning with Keras, published by Packt
most recent commit a year ago
Transformers_tasks ⭐ 1,521
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
most recent commit 7 months ago
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit 2 years ago
Deep Neuroevolution ⭐ 1,502
Deep Neuroevolution
most recent commit 3 years ago
Bindsnet ⭐ 1,422
Simulation of spiking neural networks (SNNs) using PyTorch.
most recent commit 14 days ago
Quantresearch ⭐ 1,410
Quantitative analysis, strategies and backtests
most recent commit 8 months ago
Reinforcement Learning 2nd Edition By Sutton Exercise Solutions ⭐ 1,406
Solutions of Reinforcement Learning, An Introduction
most recent commit a year ago
Andrew Ng Notes ⭐ 1,367
This is Andrew NG Coursera Handwritten Notes.
most recent commit 2 years ago
Torchcraft ⭐ 1,346
Connecting Torch to StarCraft
most recent commit 3 years ago
Noreward Rl ⭐ 1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit a year ago
Marl Algorithms ⭐ 1,298
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
most recent commit 2 years ago
Beautifulalgorithms.jl ⭐ 1,281
Concise and beautiful algorithms written in Julia
most recent commit 4 months ago
Rainbow ⭐ 1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 2 years ago
The 5 Most Depended On Reinforcement Learning Open Source Projects
Neptune Contrib ⭐ 26
This library is a location of the LegacyLogger for PyTorch Lightning.
dependent packages 1total releases 77latest release October 07, 2021most recent commit a year agopypi neptune-contrib} Downloads
Gym Anm ⭐ 111
Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.
dependent packages 1total releases 9latest release November 27, 2022most recent commit 10 months agopypi gym-anm} Downloads
Tbase ⭐ 11
Baselines of reinforcement learning trading agents for China stock market
dependent packages 1total releases 8latest release July 14, 2021most recent commit 3 years agopypi tbase} Downloads
Minari ⭐ 185
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
dependent packages 1total releases 9latest release October 09, 2023most recent commit 3 months agopypi minari} Downloads
Coach ⭐ 2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
dependent packages 1total releases 13latest release October 10, 2019most recent commit a year agopypi rl-coach} Downloads
The 10 Latest Releases In Reinforcement Learning Open Source Projects
Gym Trading Env ⭐ 165
A simple, easy, customizable Gymnasium environment for trading.
total releases 33latest release May 12, 2023most recent commit 3 months ago
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 9 months agopypi rlcard} Downloads
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Instructgoose ⭐ 100
Implementation of Reinforcement Learning from Human Feedback (RLHF)
dependent packages 1total releases 7latest release April 03, 2023most recent commit a year agopypi instruct-goose} Downloads
Fights ⭐ 12
Environments for competitive artificial intelligence development
total releases 14latest release March 16, 2023most recent commit a year ago
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
Gym.net ⭐ 85
openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
dependent packages 2total releases 3latest release March 10, 2023most recent commit a year agonuget Gym.NET.Environments} Downloads
Fame ⭐ 31
Framework for Adversarial Malware Evaluation.
total releases 6latest release March 04, 2023most recent commit 9 months ago
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