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TeleMoMa: A Modular and Versatile Teleoperation System for Mobile Manipulation
March 13, 2024, 4:43 a.m. | Shivin Dass, Wensi Ai, Yuqian Jiang, Samik Singh, Jiaheng Hu, Ruohan Zhang, Peter Stone, Ben Abbatematteo, Roberto Martin-Martin
cs.LG updates on arXiv.org arxiv.org
Abstract: A critical bottleneck limiting imitation learning in robotics is the lack of data. This problem is more severe in mobile manipulation, where collecting demonstrations is harder than in stationary manipulation due to the lack of available and easy-to-use teleoperation interfaces. In this work, we demonstrate TeleMoMa, a general and modular interface for whole-body teleoperation of mobile manipulators. TeleMoMa unifies multiple human interfaces including RGB and depth cameras, virtual reality controllers, keyboard, joysticks, etc., and any …
arxiv cs.ai cs.lg cs.ro manipulation mobile modular teleoperation type
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