Risk-Aware Control and Games in Engineering

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Abstract

We present a brief tutorial on risk-aware control and game theory applied to engineering problems by solving a backward-forward partial-integro differential system composed of the Hamilton-Jacobi-Bellman and Fokker-Planck coupled equations. First, we discuss about the role that risk terms play in the engineering field. Then, both the risk-aware control and game problems are stated and the computation of the corresponding solutions is presented. We mainly focus on a basic propagation regulation of the coronavirus disease by using mean-field-type control. Hence, we discuss other engineering applications that can be addressed by using the same riskaware perspective. Among such applications, we discuss about the electric vehicles, and the bio-inspired collective decisionmaking.

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Barreiro-Gomez, J., Tembine, H., Stella, L., Bauso, D., & Colaneri, P. (2020). Risk-Aware Control and Games in Engineering. In Proceedings of the IEEE Conference on Decision and Control (Vol. 2020-December, pp. 3860–3870). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/CDC42340.2020.9303958

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