1 citations · 3 across the 7 of their papers we have counts for
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eess.SY2021
Instabilizability Conditions for Continuous-Time Stochastic Systems Under Control Input Constraints
Ahmet Cetinkaya, Masako Kishida
In this paper, we investigate constrained control of continuous-time linear stochastic systems. We show that for certain system parameter settings, constrained control policies can…
math.OC2021
Temporal Deep Unfolding for Nonlinear Maximum Hands-off Control
Masako Kishida, Masaki Ogura
This paper proposes a computational technique based on "deep unfolding" to solving the finite-time maximum hands-off control problem for discrete-time nonlinear stochastic systems.…
cs.SE2021★ 1 cited
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning
Danny Weyns, Bradley Schmerl, Masako Kishida +5
Two established approaches to engineer adaptive systems are architecture-based adaptation that uses a Monitor-Analysis-Planning-Executing (MAPE) loop that reasons over architectura…