ROS-PyBullet Interface: A Framework for Reliable Contact Simulation and Human-Robot Interaction

October 13, 2022 ยท Entered Twilight ยท ๐Ÿ› Conference on Robot Learning

๐Ÿ’ค TWILIGHT: Eternal Rest
Repo abandoned since publication

Repo contents: .gitignore, LICENSE, README.md, doc, install.sh, ros_pybullet_interface, rpbi_examples, rpbi_utils

Authors Christopher E. Mower, Theodoros Stouraitis, Joรฃo Moura, Christian Rauch, Lei Yan, Nazanin Zamani Behabadi, Michael Gienger, Tom Vercauteren, Christos Bergeles, Sethu Vijayakumar arXiv ID 2210.06887 Category cs.RO: Robotics Cross-listed cs.LG Citations 23 Venue Conference on Robot Learning Repository https://github.com/cmower/ros_pybullet_interface โญ 26 Last Checked 1 month ago
Abstract
Reliable contact simulation plays a key role in the development of (semi-)autonomous robots, especially when dealing with contact-rich manipulation scenarios, an active robotics research topic. Besides simulation, components such as sensing, perception, data collection, robot hardware control, human interfaces, etc. are all key enablers towards applying machine learning algorithms or model-based approaches in real world systems. However, there is a lack of software connecting reliable contact simulation with the larger robotics ecosystem (i.e. ROS, Orocos), for a more seamless application of novel approaches, found in the literature, to existing robotic hardware. In this paper, we present the ROS-PyBullet Interface, a framework that provides a bridge between the reliable contact/impact simulator PyBullet and the Robot Operating System (ROS). Furthermore, we provide additional utilities for facilitating Human-Robot Interaction (HRI) in the simulated environment. We also present several use-cases that highlight the capabilities and usefulness of our framework. Please check our video, source code, and examples included in the supplementary material. Our full code base is open source and can be found at https://github.com/cmower/ros_pybullet_interface.
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