Qizhi Cai

Semantic Predictive Control for Explainable and Efficient Policy Learning

Visual anticipation of ego and object motion over a short time horizons is a key feature of human-level performance in complex environments. We propose a driving policy learning framework that predicts feature representations of future visual inputs; our predictive model infers not only future event…