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Takashi Tanaka

2 accepted papers

2024

Physics-Informed Representation and Learning: Control and Risk Quantification

AAAI 2024technical

Optimal and safety-critical control are fundamental problems for stochastic systems, and are widely considered in real-world scenarios such as robotic manipulation and autonomous driving. In this paper, we consider the problem of efficiently finding optimal and safe control for high-dimensional syst…