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Reinforcement learning accelerates model-free training of optical AI systems

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...
IEEE

Data-Driven Distributionally Robust Mixed-Integer Control Through Lifted Control Policy

Abstract: This article investigates the finite-horizon distributionally robust mixed-integer control (DRMIC) of uncertain linear systems. However, deriving an optimal causal feedback control policy ...
IEEE

Motion Sickness-Oriented Cooperative Control in Mixed Traffic: A Hierarchical MPC Framework With Multi-Objective Optimization

Abstract: This study addresses the limitations of existing collaborative control systems for mixed traffic environments where connected and automated vehicles (CAVs) coexist with human-driven vehicles ...