Learning Navigation from Multimodal Demonstrations with Geometric Candidate Modes

Chengyang Peng, Zhihao Zhang, Upama Pant +3

Offline navigation demonstrations are multimodal, because one observation often allows several valid actions, such as passing an obstacle on either side. Behavior cloning averages…