Risk-Aware Control and Games in Engineering

Julian Barreiro-Gomez; Hamidou Tembine; Leonardo Stella; Dario Bauso; Patrizio Colaneri

doi:10.1109/CDC42340.2020.9303958

Risk-Aware Control and Games in Engineering

Julian Barreiro-Gomez, Hamidou Tembine, Leonardo Stella, Dario Bauso, Patrizio Colaneri

Optimization and Decision Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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.

Original language	English
Title of host publication	2020 59th IEEE Conference on Decision and Control, CDC 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3860-3870
Number of pages	11
ISBN (Electronic)	978-1-7281-7447-1
ISBN (Print)	978-1-7281-7448-8
DOIs	https://doi.org/10.1109/CDC42340.2020.9303958
Publication status	Published - 14-Dec-2020
Event	59th IEEE Conference on Decision and Control, CDC 2020 - Virtual, Jeju Island, Korea, Republic of Duration: 14-Dec-2020 → 18-Dec-2020

Publication series

Name	Proceedings of the IEEE Conference on Decision and Control
Volume	2020-December
ISSN (Print)	0743-1546
ISSN (Electronic)	2576-2370

Conference

Conference	59th IEEE Conference on Decision and Control, CDC 2020
Country/Territory	Korea, Republic of
City	Virtual, Jeju Island
Period	14/12/2020 → 18/12/2020

Keywords

COVID-19
engineering applications
meanfield-type control and game theory
Risk-aware control and game theory

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Barreiro-Gomez, J., Tembine, H., Stella, L., Bauso, D., & Colaneri, P. (2020). Risk-Aware Control and Games in Engineering. In 2020 59th IEEE Conference on Decision and Control, CDC 2020 (pp. 3860-3870). Article 9303958 (Proceedings of the IEEE Conference on Decision and Control; Vol. 2020-December). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CDC42340.2020.9303958

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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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year = "2020",

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Barreiro-Gomez, J, Tembine, H, Stella, L, Bauso, D & Colaneri, P 2020, Risk-Aware Control and Games in Engineering. in 2020 59th IEEE Conference on Decision and Control, CDC 2020., 9303958, Proceedings of the IEEE Conference on Decision and Control, vol. 2020-December, Institute of Electrical and Electronics Engineers Inc., pp. 3860-3870, 59th IEEE Conference on Decision and Control, CDC 2020, Virtual, Jeju Island, Korea, Republic of, 14/12/2020. https://doi.org/10.1109/CDC42340.2020.9303958

Risk-Aware Control and Games in Engineering. / Barreiro-Gomez, Julian; Tembine, Hamidou; Stella, Leonardo et al.
2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 3860-3870 9303958 (Proceedings of the IEEE Conference on Decision and Control; Vol. 2020-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Risk-Aware Control and Games in Engineering

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