ROS-X-Habitat: Bridging the ROS Ecosystem with Embodied AI

Guanxiong Chen, Haoyu Yang, Ian M. Mitchell
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引用次数: 3

Abstract

We introduce ROS-X-Habitat, a software interface that bridges the AI Habitat platform for embodied learning-based agents with other robotics resources via ROS. This interface not only offers standardized communication protocols between embodied agents and simulators, but also enables physically and photorealistic simulation that benefits the training and/or testing of vision-based embodied agents. With this interface, roboticists can evaluate their own Habitat RL agents in another ROS-based simulator or use Habitat Sim v2 as the test bed for their own robotic algorithms. Through in silico experiments, we demonstrate that ROS-X-Habitat has minimal impact on the navigation performance and simulation speed of a Habitat RGBD agent; that a standard set of ROS mapping, planning and navigation tools can run in Habitat Sim v2; and that a Habitat agent can run in the standard ROS simulator Gazebo.
ROS- x - habitat:连接ROS生态系统与嵌入式人工智能
我们介绍ROS- x -Habitat,这是一个软件接口,通过ROS将AI Habitat平台与其他机器人资源连接起来。该接口不仅提供了具身代理和模拟器之间的标准化通信协议,而且还实现了物理和逼真的模拟,有利于基于视觉的具身代理的培训和/或测试。有了这个接口,机器人专家可以在另一个基于ros的模拟器中评估他们自己的Habitat RL代理,或者使用Habitat Sim v2作为他们自己的机器人算法的测试平台。通过计算机实验,我们证明了ROS-X-Habitat对生境RGBD机器人的导航性能和仿真速度的影响很小;一套标准的ROS制图、规划和导航工具可以在Habitat Sim v2中运行;Habitat代理可以在标准ROS模拟器Gazebo中运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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