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This repository contains the implementation of Ground4Act, a two-stage approach for collaborative pushing and grasping in clutter using a visual-language model.

13 Updated Oct 8, 2024

"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer

Jupyter Notebook 107 29 Updated Mar 25, 2022

✏️ Simulation of UR5 robot assembly using vrep and python

Python 50 12 Updated Sep 30, 2019

Official Implementation for "PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement"

Python 1 Updated Sep 23, 2024

The implementation and dataset of LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control

36 1 Updated Jun 25, 2024
Python 108 29 Updated May 26, 2024

ICRA 2023 tutorial on ROS 2 and the new Gazebo (MT28, ICC Capital Suite 14)

Dockerfile 223 32 Updated Oct 9, 2024

OpenAI gym, pybullet, panda-gym example

Python 15 Updated Oct 8, 2024

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.

Python 431 55 Updated Nov 21, 2022

A robotic arm (UR5) simulation built with the physics of MuJoCo and the rendering of the Unity.

C# 42 7 Updated Mar 20, 2018

Simulator of UR5 robotic arm with Robotiq gripper, built with MuJoCo

C++ 73 19 Updated Mar 4, 2018

A curated list of resources for using LLMs to develop more competitive grant applications.

Python 2,165 280 Updated Mar 1, 2024

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Python 1,273 406 Updated Oct 5, 2024
Jupyter Notebook 2 Updated Aug 11, 2024

The Code for Paper “Relay Hindsight Experience Replay: Self-Guided Continual Reinforcement Learning for Sequential Object Manipulation Tasks with Sparse Rewards”

Python 141 12 Updated Jul 10, 2024

Framework for integrating ROS and Gazebo with gymnasium, streamlining the development and training of RL algorithms in realistic robot simulations.

Python 28 2 Updated Jun 24, 2024

Set of robotic environments based on PyBullet physics engine and gymnasium.

Python 554 116 Updated Jul 23, 2024

Universal Robot Environment for OpenAI Gymnasium and ROS Gazebo Interface

C++ 13 1 Updated Jul 31, 2024

[ICRA 2023] A Joint Modeling of Vision-Language-Action for Target-oriented Grasping in Clutter

Python 88 11 Updated May 19, 2024

Repository to train and evaluate RoboAgent

Python 293 24 Updated Apr 2, 2024

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

Python 1,245 271 Updated Aug 18, 2024

搭建gazebo虚拟环境,采用kinect_V2深度相机,结合OpenCv视觉算法SIFT,进行物体位姿估计,最终完成机械臂抓取物块。 代码参考: https://t.csdnimg.cn/zann7 https://t.csdnimg.cn/ON0gf

C++ 16 Updated Jul 22, 2024

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

Python 435 133 Updated Nov 19, 2021

Force controlled assembly process. In real and simulated environment. Using Universal Robots UR5, ROS, Gazebo.

C++ 71 12 Updated Mar 15, 2021

Simulate the iteration of a UR5 robot with Lego bricks

Python 100 24 Updated Oct 3, 2023

A collection of URDF model used in Pybullet

Python 34 Updated Aug 6, 2024

A UR5 robotic arm project, simulated in Pybullet, and implemented communication between Pybullet and ROS MoveIt, and implemented robotic arm planning through MoveIt

Python 1 Updated Dec 20, 2023

本项目收录约30个模型,皆为pybullet适用的urdf文件,模型大小被缩放到了相近的大小,同时,这些模型的选择主要是参考如cocos、imagenet数据集中的类别,并且广泛应用于yolo、mask2former、detr等目标检测项目中。经过测试,大部分urdf模型可以被这些开源网络识别到。

Python 3 Updated May 15, 2024
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