gym-pybullet-drones
Quadcopter envs
A collection of PyBullet-based environments for reinforcement learning and quadcopter control
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
1k stars
18 watching
370 forks
Language: Python
last commit: 4 months ago
Linked from 1 awesome list
betaflightcontrolcrazyfliegymgymnasiummulti-agentpybulletquadcopterquadrotorreinforcement-learningroboticssitlstable-baselines3uav
Related projects:
Repository | Description | Stars |
---|---|---|
utiasdsl/safe-control-gym | A set of tools and environments for learning-based control and reinforcement learning in robotics with symbolic safety constraints | 623 |
nicrusso7/rex-gym | Training an open-source quadruped robot to perform domestic and generic tasks using reinforcement learning and OpenAI Gym. | 988 |
dronekit/dronekit-python | An API library for controlling UAVs over MAVLink | 1,623 |
gtagency/crazyflie-ros | ROS nodes for controlling and interacting with a quadcopter drone | 10 |
lis-epfl/swarmlab | A Matlab package for simulating drones and swarms of drones in various environments | 215 |
project-dc/pygeneses | A PyTorch-based framework for training and studying artificial species in bio-inspired environments | 72 |
upb-lea/gym-electric-motor | A Python toolbox for simulating and controlling electric motors with a focus on reinforcement learning and classical control. | 303 |
asv-soft/asv-drones | An open-source application providing a modular framework for developing ground control station applications for drones using ArduPilot and PX4 autopilots. | 99 |
tbs-trappy/source_one | A design and source code repository for a carbon-fiber FPV drone frame, suitable for custom builds and racing applications. | 477 |
vjaunet/quadcopter_v2 | A system to control and stabilize a quadcopter drone using a Raspberry Pi as the central processing unit. | 113 |
ethz-asl/rotors_simulator | A simulator for multirotor drones in a virtual environment. | 1,258 |
robotpy/pyrobottraining | A platform for teaching Python programming to FRC robot control using the RobotPy WPILib libraries. | 7 |
dusty-nv/jetson-reinforcement | Provides tools and libraries for training intelligent agents to perform complex tasks in robotics using deep reinforcement learning and GPU acceleration. | 884 |
feryal/craft-env | A 2D crafting environment for testing and training reinforcement learning agents | 44 |
endgameinc/gym-malware | An environment for training agents to manipulate malware samples using reinforcement learning to evade detection | 612 |