Articles with "dqn framework" as a keyword



InterQ: A DQN Framework for Optimal Intermittent Control

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Published in 2025 at "IEEE Control Systems Letters"

DOI: 10.1109/lcsys.2025.3577226

Abstract: In this letter, we explore the communication-control co-design of discrete-time stochastic linear systems through reinforcement learning. Specifically, we examine a closed-loop system involving two sequential decision-makers: a scheduler and a controller. The scheduler continuously monitors… read more here.

Keywords: framework optimal; control; dqn framework; scheduling policy ... See more keywords