3 papers
math.OC2026
On Policy Stochasticity in Mutual Information Optimal Control of Linear Systems
Shoju Enami, Kenji Kashima
In recent years, mutual information optimal control has been proposed as an extension of maximum entropy optimal control. Both approaches introduce regularization terms to render t…
math.OC2025
Mutual Information Optimal Control of Discrete-Time Linear Systems
Shoju Enami, Kenji Kashima
In this paper, we formulate a mutual information optimal control problem (MIOCP) for discrete-time linear systems. This problem can be regarded as an extension of a maximum entropy…
cs.LG2025
Imitation-regularized Optimal Transport on Networks: Provable Robustness and Application to Logistics Planning
Koshi Oishi, Yota Hashizume, Tomohiko Jimbo +2
Transport systems on networks are crucial in various applications, but face a significant risk of being adversely affected by unforeseen circumstances such as disasters. The applic…