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

Universal Robot (UR5) Pick and Place Simulation in ROS-Gazebo with a USB Cam and Vacuum Grippers

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

myGym enables fast prototyping of RL in the area of robotic manipulation and navigation.You can train different robots, in several environments on various tasks. There is automatic evaluation and benchmark tool. From version 2.1 there is support for multi-step tasks, multi-reward training and multi-network architectures.

A ROS package that makes picking and placing objects with MoveIt and GraspIt, easier than ever! 🤖

A Collision Avoidance and Path Planning Framework implemented for a dual arm Pick and Place robot task simulation. Velocity Obstacles and RRTStar Motion Planner are used in the algorithm to plan dynamic collisionless trajectories.

Delta robot simulation in Gazebo 9.0.0 using MARA environment

Code for reproducing experiments for the paper "Pick-and-Place With Uncertain Object Instance Segmentation and Shape Completion".

In this repository, pick and place application is implemented on KUKA iiwa robot with a camera mounted on the end-effector. YOLOv4 is used for object detection and HSI color space is used for color segmentation.

Open-Source Pick and Place Machines

Simulation source code and examples for applying machine learning on Sawyer Robot

Custom Franka Panda packages for pick and place operations

Universal Robot (UR3) Pick and Place Hardware Implementation with ROS using a USB Cam and an Electromagnetic Gripper

Universal Robot 10 in V-REP for picking and placing bottles

A collection of useful scripts for the operation of the Baxter Research Robot.

ROS packages for the Aubo i5 robot and DH Robotics AG95 gripper integration. Test pick and place tasks using Moveit and simulate in Gazebo. Developed for LARA lab.

Waste Sorting with Robot Arm Tossing

SMT Pick and Place conversion utility