pybullet

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Python library for Reinforcement Learning.

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Long-Term Evolution Project of Reinforcement Learning

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

PDDLStream: Integrating Symbolic Planners and Blackbox Samplers

PyBullet Planning

MIT mini cheetah quadruped robot simulated in pybullet environment using ros.

Generating Robotic Simulation Tasks via Large Language Models

Train deep reinforcement learning model for robotics grasping. Choose from different perception layers raw Depth, RGBD and autoencoder. Test the learned models in different scenes and object datasets

A gym environment for a miniature racecar using the pybullet physics engine.

UAV Flight Simulator for Reinforcement Learning Research