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The Top 23 Python Simulation Reinforcement Learning Open Source Projects

Open source projects categorized as Python Simulation Reinforcement Learning
Categories > Machine Learning > Reinforcement Learning
Categories > Science > Simulation
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
Osim Rl ⭐ 695
Reinforcement learning environments with musculoskeletal models
most recent commit 4 years ago
Godot_rl_agents ⭐ 634
An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents
most recent commit 3 months ago
Recsim ⭐ 454
A Configurable Recommender Systems Simulation Platform
total releases 13most recent commit 3 years ago
Gymnasium Robotics ⭐ 376
A collection of robotics simulation environments for reinforcement learning
dependent packages 3total releases 6most recent commit 3 months agopypi gymnasium-robotics} Downloads
Robohive ⭐ 360
A unified framework for robot learning
total releases 4most recent commit 3 months ago
Crafter ⭐ 330
Benchmarking the Spectrum of Agent Capabilities
total releases 51most recent commit 3 months ago
Gym Electric Motor ⭐ 250
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 13most recent commit 5 months ago
Maze ⭐ 249
Maze Applied Reinforcement Learning Framework
total releases 21most recent commit 5 months ago
Autodrome ⭐ 204
Framework and OpenAI Gym Environment for Autonomous Vehicle Development
most recent commit 5 years ago
Gym Gazebo2 ⭐ 193
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
most recent commit 5 years ago
Simglucose ⭐ 191
A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
total releases 21most recent commit 5 months ago
Mjrl ⭐ 191
Reinforcement learning algorithms for MuJoCo tasks
most recent commit 3 years ago
Rl_trading ⭐ 181
An environment to high-frequency trading agents under reinforcement learning
most recent commit 7 years ago
Robotic Warehouse ⭐ 170
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
total releases 3most recent commit a year ago
Evogym ⭐ 159
A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.
most recent commit 6 months ago
Pogema ⭐ 136
POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF settings.
total releases 56most recent commit 3 months ago
Ratinabox ⭐ 135
A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.
total releases 32most recent commit 3 months ago
Mujoco Python Viewer ⭐ 122
Simple renderer for use with MuJoCo (>=2.1.2) Python Bindings.
dependent packages 4total releases 10most recent commit 5 months agopypi mujoco-python-viewer} Downloads
Openmodelica Microgrid Gym ⭐ 103
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
total releases 7most recent commit 2 years ago
Mabalgs ⭐ 100
👤 Multi-Armed Bandit Algorithms Library (MAB) 👮
dependent packages 3total releases 33most recent commit 2 years agopypi mabalgs} Downloads
Sinergym ⭐ 96
Gym environment for building simulation and control using reinforcement learning
dependent packages 1total releases 33most recent commit 3 months agopypi sinergym} Downloads
Pgdrive ⭐ 92
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
total releases 6most recent commit 2 years ago
The 4 Most Depended On Python Simulation Reinforcement Learning Open Source Projects
Mujoco Python Viewer ⭐ 122
Simple renderer for use with MuJoCo (>=2.1.2) Python Bindings.
dependent packages 4total releases 10latest release November 14, 2023most recent commit 5 months agopypi mujoco-python-viewer} 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
Gymnasium Robotics ⭐ 376
A collection of robotics simulation environments for reinforcement learning
dependent packages 3total releases 6latest release September 18, 2023most recent commit 3 months agopypi gymnasium-robotics} Downloads
Sinergym ⭐ 96
Gym environment for building simulation and control using reinforcement learning
dependent packages 1total releases 33latest release November 20, 2023most recent commit 3 months agopypi sinergym} Downloads
The 10 Latest Releases In Python Simulation Reinforcement Learning Open Source Projects
Sinergym ⭐ 96
Gym environment for building simulation and control using reinforcement learning
dependent packages 1total releases 33latest release November 20, 2023most recent commit 3 months agopypi sinergym} Downloads
Mujoco Python Viewer ⭐ 122
Simple renderer for use with MuJoCo (>=2.1.2) Python Bindings.
dependent packages 4total releases 10latest release November 14, 2023most recent commit 5 months agopypi mujoco-python-viewer} Downloads
Crafter ⭐ 330
Benchmarking the Spectrum of Agent Capabilities
total releases 51latest release October 31, 2023most recent commit 3 months ago
Simglucose ⭐ 191
A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
total releases 21latest release October 27, 2023most recent commit 5 months ago
Loopquest ⭐ 26
A Production Tool for Embodied AI
total releases 11latest release October 22, 2023most recent commit 4 months ago
Robohive ⭐ 360
A unified framework for robot learning
total releases 4latest release October 11, 2023most recent commit 3 months ago
Gymnasium Robotics ⭐ 376
A collection of robotics simulation environments for reinforcement learning
dependent packages 3total releases 6latest release September 18, 2023most recent commit 3 months agopypi gymnasium-robotics} Downloads
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