Hoon Chung

Learning Social Navigation from Positive and Negative Demonstrations and Rule-Based Specifications

Mobile robot navigation in dynamic human environments requires policies that balance adaptability to diverse behaviors with compliance to safety constraints. We hypothesize that integrating data-driven rewards with rule-based objectives enables navigation policies to achieve a more effective balance…