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Learning Navigation from Multimodal Demonstrations with Geometric Candidate Modes

Peng, Chengyang et al.
arXiv (All) · Papers
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robotics
Offline navigation demonstrations are multimodal, because one observation often allows several valid actions, such as passing an obstacle on either side. Behavior cloning averages these actions, potentially leading to unsafe routes. Multimodal policies must discover the alternatives from the data, b
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