Michael Muehlebach

Stochastic Online Optimization for Cyber-Physical and Robotic Systems

2025 · Machine Learning

Abstract We propose a gradient-based online optimization framework for solving stochastic programming problems that frequently arise in the context of cyber-physical and robotic systems. Our problem formulation accommodates constraints that model the evolution of a …