HPTune: Hierarchical Proactive Tuning for Collision-Free Model Predictive Control

Wei Zuo, Chengyang Li, Yikun Wang +5

Parameter tuning is a powerful approach to enhance adaptability in model predictive control (MPC) motion planners. However, existing methods typically operate in a myopic fashion t…