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Gym-Styled UR5 arm with Robotiq-85 / 140 gripper in Bullet simulator

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URGym

Pybullet-based Gymnasium compatible environments for Universal Robot UR5. Forked from ElectronicElephant/pybullet_ur5_robotiq

This project provides a collection of Pybullet-based Gymnasium compatible environments for training UR5 robots. Each environment is designed to offer a unique task for reinforcement learning.

Available environments are:

URGym/BallBalance-v0

Balance a ball over a flat surface (like a paddle) attached to the robot gripper.

Ball Balance

URGym/TwoBallsBalance-v0

Balance two balls simultanouslly over a flat surface attached to the robot gripper.

2 Balls Balance

URGym/CubesPush-v0

Push a cube with the tip of the gripper to move it closer to a target area.

Cubes Push

URGym/CubesGrasp-v0

Grasp a cube with the gripper.

Cubes Grasp

URGym/Golf-v0

Use a golf-like club to move a ball to the target hole.

Golf

URGym/Box-v0

The original environment from ElectronicElephant/pybullet_ur5_robotiq

Box

Feel free to explore these environments and start training your RL agents!

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Gym-Styled UR5 arm with Robotiq-85 / 140 gripper in Bullet simulator

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  • Python 100.0%