Lu-Yao Zhang

GNN-Accelerated Mixed-Integer Dual MPC for Interactive Driving

In interactions with uncertain opponents, dual model predictive control (MPC) can improve performance through information-seeking actions that reduce uncertainty about opponents'behavior. Its recent applications to autonomous driving, however, are limited to scenarios involving a single opponent on a single lane. This...