Devodita Chakravarty

Multimodal Belief-Space Covariance Steering with Active Probing and Influence for Interactive Driving

Autonomous driving in complex traffic requires reasoning under uncertainty. Common approaches rely on prediction-based planning or risk-aware control, but these are typically treated in isolation, limiting their ability to capture the coupled nature of action and inference in interactive settings. T…