arxivcs.RO2026-07-24
Safe Learning Predictive Control for Ego-World Robotic Systems
Davide Valenti, Giuseppe Notarstefano
Safe autonomous navigation in shared environments requires the ability to anticipate and react to the latent behaviors of surrounding robots. In this paper, we propose SOWL-MPC, a safe learning-based predictive control strategy for a novel scenario, which we name ego-world roboti…