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Motoya Ohnishi

Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following

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Dec 09, 2023
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Dynamic Structure Estimation from Bandit Feedback

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Jun 02, 2022
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Koopman Spectrum Nonlinear Regulator and Provably Efficient Online Learning

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Jun 30, 2021
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Information Theoretic Regret Bounds for Online Nonlinear Control

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Jun 22, 2020
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Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces

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Oct 26, 2018
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Barrier-Certified Adaptive Reinforcement Learning with Applications to Brushbot Navigation

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Sep 12, 2018
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