A Deep Reinforcement Learning environment for simulating a UR5 robotic arm performing a peg-in-hole insertion task using visual feedback. Built with PyBullet and Gymnasium, it supports eye-in-hand visual servoing with a camera mounted on the robot's end-effector.
☆50Aug 2, 2025Updated 7 months ago
Alternatives and similar repositories for DRL_Peg-in-Hole_UR5
Users that are interested in DRL_Peg-in-Hole_UR5 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 本项目旨在实现一个机器人装配任务,其中轴(插销)需要插入孔内。☆24Jan 10, 2025Updated last year
- Simulation and training a UR5 robot to accurately insert a pin into a hole using the CoppeliaSim simulator and catalyst-rl reinforcement …☆24Nov 10, 2023Updated 2 years ago
- A custom PyBullet environment for UR5 pick-and-place task. Trained using the SAC algorithm from Stable-Baselines3 for continuous control …☆76Aug 10, 2025Updated 7 months ago
- Controller implementation for mujoco, based on https://github.com/kevinzakka/mjctrl☆37Mar 9, 2026Updated 3 weeks ago
- ☆13Jun 8, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This is a repository for admittance control of ur12e.The communication between the PC and the robotic arm is accomplished through ur_rtde☆26Feb 4, 2026Updated last month
- This project simulates a UR5 robotic arm with a Robotiq 85 gripper, performing autonomous object grasping and placement tasks in the PyBu…☆66May 11, 2025Updated 10 months ago
- (RSS 2025) A low-cost and lightweight 6 DoF bimanual arm for dynamic and contact-rich manipulation☆14Apr 17, 2025Updated 11 months ago
- This is a project based on PID control of an industrial manipulator: Kuka KR-16. The complete manipulator assembly is modelled in Solidwo…☆15Jan 11, 2021Updated 5 years ago
- ROS2 package for a Mobile Manipulator capable of Navigation and Manipulation functionality☆56Dec 8, 2024Updated last year
- This project utilizes deep reinforcement learning techniques to train a robot, which combines a mobile platform and a Panda robotic arm, …☆10Jun 7, 2023Updated 2 years ago
- A vision-based RL environment for the Franka Panda arm using NVIDIA Isaac Sim☆18Jan 3, 2025Updated last year
- Isaacsim Env. for husky with ur5 arm and robotiq_2f_140 gripper☆15Jul 30, 2024Updated last year
- Using Catalyst.RL to train a robot to perform peg-in-hole insertion in simulation.☆202Sep 23, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Intelligent bin picking with Simulink® for Universal Robots UR5e Cobot☆19Dec 17, 2024Updated last year
- The code for paper -- 'PCF-Grasp: Converting Point Completion to Geometry Feature to Enhance 6-DoF Grasp'☆17Dec 15, 2025Updated 3 months ago
- Add Flexiv robots to Isaac Sim and control them using Flexiv Elements Studio or Flexiv RDK with the actual force/torque controller used o…☆26Nov 20, 2025Updated 4 months ago
- Real Time simulation of a Robotic Arm Using Solidworks For Conception And Matlab Simulink Simscape for Simulation☆14Feb 23, 2026Updated last month
- 这是一个针对六轴机械臂的控制方案仿真项目,仿真平台为simulink。本项目提供了六轴机械臂的simulink动力学模型,并尝试使用不同的控制方案对其进行轨迹跟踪控制。☆35Oct 9, 2023Updated 2 years ago
- Code for combining generalization guarantees for perception and planning.☆14Jun 23, 2025Updated 9 months ago
- Codebase for Constrained 6-DoF Grasp Generation on Complex Shapes for Improved Dual-Arm Manipulation☆34Mar 5, 2026Updated 3 weeks ago
- A simple forward kinematics controller of a 6DoF robotic arm☆19Apr 5, 2023Updated 2 years ago
- A tutorial on implementing an impedance control for a collaborative robot that can work together with humans.☆51Oct 23, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Use franka emika robot to play a peg-in-hole task by Deep Reinforcement learning both in simulator and real robot☆12Mar 14, 2022Updated 4 years ago
- This project focuses on developing a dynamic trajectory planning system for a KINOVA JACO2 7DOF robotic arm using Deep Reinforcement Lear…☆22Jun 8, 2025Updated 9 months ago
- ☆20Oct 25, 2023Updated 2 years ago
- 对16QAM信号进行解调,同步头的提取,解调出同相和正交信号,将滤波后的I路和Q路信号叠加,画出星座图,再对星座图的偏移进行纠正☆11Mar 22, 2021Updated 5 years ago
- A python based project to simulate a mobile manipulator in Gazebo simulation environment. The kinematics for the model was derived manual…☆20Feb 21, 2022Updated 4 years ago
- ROS-Melodic, Gazebo, and MoveIt configuration for dual configuration with Universal Robots (example with UR3e)☆26Jun 13, 2022Updated 3 years ago
- This repository aims to recognize gestures made by users. Recognized gestures can lead the robot to take certain actions and/or repeat u…☆14May 7, 2018Updated 7 years ago
- Learning Active Force-torque based Policy for Sub-mm Localization of Unseen Holes☆21Jul 25, 2023Updated 2 years ago
- MENTOR is a highly efficient visual RL algorithm that excels in both simulation and real-world complex robotic learning tasks.☆27Jul 9, 2025Updated 8 months ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Simulation on dynaminc modeling and control of UVDMS(Underwater Vehicle Dual-Manipulator System)☆21Jun 13, 2024Updated last year
- Code for reproducing experiments for the paper "Pick-and-Place With Uncertain Object Instance Segmentation and Shape Completion".☆25Feb 19, 2021Updated 5 years ago
- [RA-L 2025 & IROS 2025] FoAR: Force-Aware Reactive Policy for Contact-Rich Robotic Manipulation☆46Nov 13, 2025Updated 4 months ago
- Code for "Sample-efficient Deep Reinforcement Learning of Mobile Manipulation for 6-DOF Trajectory Following"☆13Mar 19, 2025Updated last year
- ☆10Dec 10, 2021Updated 4 years ago
- Official code for the long-horizon language-conditioned robotic manipulation benchmark LoHoRavens.☆22Oct 8, 2024Updated last year
- As a new type of collaborative robot, the mobile manipulator has received extensive attention from more and more scholars. The repository…☆25Nov 11, 2022Updated 3 years ago