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.

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

ROS 2 pick-and-place colour sorting with a Franka Panda: OpenCV detection, tf2, MoveIt 2 (pymoveit2) and Gazebo; Docker for Humble and Jazzy.

SPARC is an intelligent ROS2 Humble-based pick-and-place robotic system integrating MoveIt, YOLOv8-OBB, and Isaac Sim. It enables real-time object detection, motion planning for Franka Panda and UR5 arms, and natural language control via an Ollama-powered chatbot—making robotic manipulation smart, interactive, and human-friendly.

UR3 robotic arm pick-and-place stack for ROS2 Humble: MoveIt 2 + MoveIt Task Constructor, Gazebo Harmonic simulation, Robotiq/OnRobot grippers, dual-arm support, BehaviorTree.CPP task planning, perception, LLM-driven commands, and RL policies.

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.

myGym is the robotic simulator. It allows to create novel multi step long horizon tasks without coding. There are automatic task building routines, where user composes long horizon actions from basic set of protoactions, that are automatically paired with rewards. There are several humanoids and robotic arms ready to train.

PCB assembly software for Makers, including planning, pick-and-place and gerber viewing.

Delta robot simulation in Gazebo 9.0.0 using MARA environment

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

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.

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.

Mobile manipulator pick-and-place — UR3 arm on a diff-drive base, learned with TQC RL, a whole-body controller baseline and BC/DAgger in Gazebo/ROS2 and MuJoCo

A pick-and-place application with the Franka Panda robot simulated in ROS and Gazebo.

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

Scriptable Python API for the PAROL6 desktop arm (UDP, 100 Hz control loop) with RealSense hand-eye calibration and a Gemini search-and-pick demo

Open-Source Pick and Place Machines

Custom Franka Panda packages for pick and place operations