Co-Teaching: Leveraging LLM to Teach a Generalist Robot to Perform Diverse Skills

By: Zongqi Li, Zikang Liu, Ziyang Li, Xin Wang, Yuzheng Zhuang, Guoliang Ma

Published: 2026-04-01

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Abstract

This research introduces a "co-teaching" paradigm where Large Language Models (LLMs) are utilized to instruct a generalist robot in acquiring diverse skills. The paper explores how LLMs can effectively communicate complex tasks and provide guidance to robots, enabling them to learn and execute a wide range of actions, thus advancing the capabilities of versatile robotic systems.

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