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Data-Efficient Multitask DAgger

Published in arXiv (Cornell University) • Sep 29, 2025
NobleIDNI3P68W68R45S61
Authors:
Haotian Fu
,
Ran Gong
,
Xiaohan Zhang

Abstract

Generalist robot policies that can perform many tasks typically require extensive expert data or simulations for training. In this work, we propose a novel Data-Efficient multitask DAgger framework that distills a single multitask policy from multiple task-specific expert policies. Our approach sign...

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