Using Catalyst.RL to train a robot to perform peg-in-hole insertion in simulation.
☆205Sep 23, 2020Updated 5 years ago
Alternatives and similar repositories for catalyst-rl-tutorial
Users that are interested in catalyst-rl-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆54Jul 5, 2021Updated 5 years ago
- Efficiency, Stability and Generalization Analysis for Reinforcement Learning on Robotic Peg-in-hole Assembly☆27Mar 6, 2020Updated 6 years ago
- Deep reinforcement learning for robotic peg-in-hole assembly task☆37Oct 5, 2018Updated 7 years ago
- 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。☆27Jan 10, 2025Updated last year
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆26Oct 19, 2020Updated 5 years ago
- 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
- Learning to Fill the Seam by Vision: Sub-millimeter Peg-in-hole on Unseen Shapes in Real World☆43Jul 24, 2023Updated 2 years ago
- Fast robust peg-in-hole insertion with continuous visual servoing (CORL 2020)☆30Sep 3, 2020Updated 5 years ago
- ☆13Jun 8, 2024Updated 2 years ago
- Learning Active Force-torque based Policy for Sub-mm Localization of Unseen Holes☆22Jul 25, 2023Updated 2 years ago
- ☆10Feb 7, 2022Updated 4 years ago
- Needs update☆21Sep 6, 2019Updated 6 years ago
- fuzzy q learning for peg-in-hole assembly☆11Jan 17, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Catalyst.RL: A Distributed Framework for Reproducible RL Research☆38Mar 17, 2019Updated 7 years ago
- Autodesk Deep Reinforcement Learning for Robotic Assembly☆45Dec 18, 2020Updated 5 years ago
- Old simulation environment for the cap-the-bottle dual-arm peg-in-hole task☆23Apr 1, 2024Updated 2 years ago
- IERG5350 Reinforcement Learning Course Project based on the Stanford AI lab's work on multimodal representation.☆31Apr 2, 2021Updated 5 years ago
- Peg-in-hole assembly with RL☆18May 19, 2024Updated 2 years ago
- Utilize Reinforcement Learning in Isaac Lab using the UR5e robot to perform a peg-in-hole task with differential IK control and domain ra…☆31May 31, 2025Updated last year
- Complex Reinforcement Learning Simulation for PiH task used for M.Sc. degree.☆13Aug 15, 2023Updated 2 years ago
- Simulation of UR5 robot assembly using vrep and python☆57Sep 30, 2019Updated 6 years ago
- Force controlled assembly process. In real and simulated environment. Using Universal Robots UR5, ROS, Gazebo.☆92Mar 15, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Deep Reinforcement Learning environment for simulating a UR5 robotic arm performing a peg-in-hole insertion task using visual feedback.…☆64Aug 2, 2025Updated 11 months ago
- This project is part of the semester project for the course of Robotics & Vision II of the Master in Advanced robotics at SDU. It covers …☆17Nov 25, 2020Updated 5 years ago
- ☆14Jan 24, 2024Updated 2 years ago
- ☆17Dec 1, 2020Updated 5 years ago
- build a reinforcement environment like openai gym based on V-rep for a dual-arm robot☆22Jun 9, 2020Updated 6 years ago
- ☆48Sep 13, 2021Updated 4 years ago
- A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction …☆682Nov 21, 2022Updated 3 years ago
- Exploration of techniques to solve tasks with a Panda robotic arm. Simulation based on PyBullet physics engine and gymnasium.☆10Mar 17, 2025Updated last year
- A toolkit for robot learning research.☆764Aug 16, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository contains ROS packages and helper functions for planning and executing paths with two ABB IRB120 robotic manipulators.☆24Jul 22, 2025Updated 11 months ago
- The solution used by Team O2AC at the World Robot Summit 2020 Assembly Challenge☆119Feb 20, 2023Updated 3 years ago
- A collection of notebooks to show examples of using robosuite v1.0☆10Sep 6, 2020Updated 5 years ago
- Benchmarking Repository for robosuite + SAC☆73Nov 15, 2021Updated 4 years ago
- [CoRL 2020] Learning a Decentralized Multiarm Motion Planner☆166Jan 9, 2021Updated 5 years ago
- Python Code for control of UR5e robot in 125[Hz]. Includes trajectory planner, controller and more.☆33Aug 15, 2023Updated 2 years ago
- We use self-supervision to learn a compact and multimodal representation of our sensory inputs, which can then be used to improve the sam…☆12Feb 8, 2024Updated 2 years ago