Li-Guo Wang

Semantically parameterized MPC-CBF control for safety-critical obstacle avoidance in autonomous vehicles

Aligning autonomous-vehicle control with human intent remains challenging when safety-related constraints must be considered in closed-loop motion control. This paper proposes a Large Language Model (LLM)-assisted parameterization framework for motion control based on Model Predictive Control (MPC) and Control Barrier...