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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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 (US)
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)	9781728174471
DOIs	https://doi.org/10.1109/CDC42340.2020.9303958
State	Published - Dec 14 2020
Event	59th IEEE Conference on Decision and Control, CDC 2020 - Virtual, Jeju Island, Korea, Republic of Duration: Dec 14 2020 → Dec 18 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	12/14/20 → 12/18/20

Keywords

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

ASJC Scopus subject areas

Control and Systems Engineering
Modeling and Simulation
Control and Optimization

Access to Document

10.1109/CDC42340.2020.9303958

Cite this

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

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

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, 12/14/20. https://doi.org/10.1109/CDC42340.2020.9303958

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Risk-Aware Control and Games in Engineering

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

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