muslim-adedamola / reinforcement-learning-with-kinovaLinks
Using Mujoco and Gymansium, RL Training of Kinova robot arm to move from random start position to goal position in the absence of obstacles. Trained on PPO for 50 million and 20 million timesteps.
☆16Updated last year
Alternatives and similar repositories for reinforcement-learning-with-kinova
Users that are interested in reinforcement-learning-with-kinova are comparing it to the libraries listed below
Sorting:
- This project focuses on developing a dynamic trajectory planning system for a KINOVA JACO2 7DOF robotic arm using Deep Reinforcement Lear…☆21Updated 6 months ago
- A custom PyBullet environment for UR5 pick-and-place task. Trained using the SAC algorithm from Stable-Baselines3 for continuous control …☆70Updated 4 months ago
- A Deep Reinforcement Learning environment for simulating a UR5 robotic arm performing a peg-in-hole insertion task using visual feedback.…☆36Updated 5 months ago
- Implementation of the adaptive admittance control.☆16Updated last year
- Simulation and training a UR5 robot to accurately insert a pin into a hole using the CoppeliaSim simulator and catalyst-rl reinforcement …☆22Updated 2 years ago
- This project uses the DDPG algorithm for trajectory planning of a UR5E robotic arm in the MuJoCo simulation environment. The project is i…☆39Updated last year
- The aim of this project is to use Moveit and Gazebo in ROS to jointly simulate the basic and collaborative simulation of Yumi dual arm ro…☆18Updated last year
- Controller implementation for mujoco, based on https://github.com/kevinzakka/mjctrl☆23Updated this week
- Control of ur5e robot in mujoco using iLQG, MPC, RL☆16Updated 8 months ago
- Isaac Lab Extension Template for Mobile Manipulation: Door Opening Task☆25Updated last year
- 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。☆20Updated 11 months ago
- ☆10Updated 3 years ago
- A vision-based RL environment for the Franka Panda arm using NVIDIA Isaac Sim☆14Updated last year
- Arm Obstacle Avoidance Using Potential Filed in Isaac Lab☆18Updated 10 months ago
- A pick-and-place application with the Franka Panda robot simulated in ROS and Gazebo.☆26Updated 2 years ago
- mujoco playground sample☆11Updated last month
- Old simulation environment for the cap-the-bottle dual-arm peg-in-hole task☆20Updated last year
- kuka iiwa + camera_D435i + force 七自由度机械臂+末端力传感器-力控仿真☆18Updated 11 months ago
- Solving long-horizon tasks in the Franka Kitchen gym environment via Imitation and Reinforcement Learning☆20Updated last year
- This project utilizes deep reinforcement learning techniques to train a robot, which combines a mobile platform and a Panda robotic arm, …☆11Updated 2 years ago
- USD files and ROS2 package for ETRI's dual hand-arm robot in IsaacSim, designed for manipulation skill learning☆32Updated 5 months ago
- A student project comparing reinforcement learning algorithms on a panda robotic arm. Implemented PPO and its safety version, PPO Lagrang…☆35Updated 2 years ago
- ☆31Updated last year
- A MARL method for motion planning of free-floating space robot.☆31Updated last year
- Learning various robotic manipulations tasks of the UR3☆13Updated 3 years ago
- Bimanual Impedance Controllers for Franka-Emika Panda robot☆16Updated 8 months ago
- Simulation Design of a Robotic Mobile Manipulator with Drone in Isaacsim.☆13Updated last year
- A Mujoco Gymnasium Environment for manipulating flexible objects with a UR5e robot arm and Robotiq 2F-85 gripper. Experiment with joint e…☆67Updated 2 years ago
- Official repository of the paper: Interactive Learning of Bimanual Movement Primitives☆14Updated 8 months ago
- Simulation of a robotic hand in MuJoCo, grasping objects using Reinforcement Learning (RL)☆16Updated last year