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The Top 23 Python Research Reinforcement Learning Open Source Projects

Open source projects categorized as Python Research Reinforcement Learning
Categories > Machine Learning > Reinforcement Learning
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Habitat Lab ⭐ 1,670
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
most recent commit 22 days ago
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit a year ago
Pygame Learning Environment ⭐ 727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
dependent packages 1total releases 1most recent commit 4 years agopypi ple} Downloads
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23most recent commit a year ago
Iris ⭐ 681
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
most recent commit 7 months ago
Mava ⭐ 593
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
most recent commit 3 months ago
Jumanji ⭐ 439
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
dependent packages 1total releases 12most recent commit 3 months agopypi jumanji} Downloads
Papers In 100 Lines Of Code ⭐ 395
Implementation of papers in 100 lines of code.
most recent commit 6 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
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Accel Brain Code ⭐ 289
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces
dependent packages 2total releases 12most recent commit 4 months agopypi accel-brain-base} Downloads
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15most recent commit 3 months ago
Or Gym ⭐ 269
Environments for OR and RL Research
dependent packages 1total releases 9most recent commit a year agopypi or-gym} Downloads
Qdax ⭐ 233
Accelerated Quality-Diversity
total releases 5most recent commit 3 months ago
Hbayesdm ⭐ 192
Hierarchical Bayesian modeling of RLDM tasks, using R & Python
total releases 19most recent commit 7 months ago
Atari ⭐ 185
AI research environment for the Atari 2600 games 🤖.
most recent commit 3 years ago
Mindpark ⭐ 166
Testbed for deep reinforcement learning
most recent commit 7 years ago
Rlberry ⭐ 147
An easy-to-use reinforcement learning library for research and education.
most recent commit 3 months ago
Deep Cfr ⭐ 109
Scalable Implementation of Deep CFR and Single Deep CFR
most recent commit 4 years ago
Magi ⭐ 103
Reinforcement learning library in JAX.
most recent commit 6 months ago
L2r ⭐ 92
Open-source reinforcement learning environment for autonomous racing — featured as a conference paper at ICCV 2021 and as the official challenge tracks at both SL4AD@ICML2022 and AI4AD@IJCAI2022.
total releases 3most recent commit a year ago
Memory Maze ⭐ 89
Evaluating long-term memory of reinforcement learning algorithms
total releases 4most recent commit 10 months ago
The 7 Most Depended On Python Research Reinforcement Learning Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} 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
Jumanji ⭐ 439
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
dependent packages 1total releases 12latest release January 04, 2023most recent commit 3 months agopypi jumanji} Downloads
Alchemy ⭐ 50
Experiments logging & visualization
dependent packages 1total releases 12latest release March 21, 2020most recent commit 3 years agopypi alchemy-catalyst} Downloads
Pygame Learning Environment ⭐ 727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
dependent packages 1total releases 1latest release August 23, 2016most recent commit 4 years agopypi ple} Downloads
Or Gym ⭐ 269
Environments for OR and RL Research
dependent packages 1total releases 9latest release September 02, 2022most recent commit a year agopypi or-gym} Downloads
The 10 Latest Releases In Python Research Reinforcement Learning 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
Embodied ⭐ 53
Fast reinforcement learning research
total releases 4latest release August 30, 2023most recent commit 6 months ago
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15latest release May 30, 2023most recent commit 3 months ago
Diamond_env ⭐ 12
Standardized Minecraft Diamond Environment for Reinforcement Learning
total releases 4latest release May 19, 2023most recent commit a year ago
Jumanji ⭐ 439
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
dependent packages 1total releases 12latest release January 04, 2023most recent commit 3 months agopypi jumanji} Downloads
Qdax ⭐ 233
Accelerated Quality-Diversity
total releases 5latest release December 07, 2022most recent commit 3 months ago
Memory Maze ⭐ 89
Evaluating long-term memory of reinforcement learning algorithms
total releases 4latest release October 26, 2022most recent commit 10 months ago
Hbayesdm ⭐ 192
Hierarchical Bayesian modeling of RLDM tasks, using R & Python
total releases 19latest release September 23, 2022most recent commit 7 months ago
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