Wei Han Chen

Online Hierarchical Policy Learning using Physics Priors for Robot Navigation in Unknown Environments

Robot navigation in large, complex, and unknown indoor environments is a challenging problem. The existing approaches, such as traditional sampling-based methods, struggle with resolution control and scalability, while imitation learning-based methods require a large amount of demonstration data. Ac