Bayesian Optimization for Learning Nonlinear MPC in Autonomous Agent Navigation

Lorenzo Ortolani, Gabriel Voss, Gabriele Beltrami +2

Real-time autonomous navigation in dynamic, unknown environments remains a fundamental challenge for mobile robotics. We propose a map-free framework that tightly integrates reacti…