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Probabilistic sensitivity of Nash equilibria in multi-agent games: a wait-and-judge approach

Abstract:

Motivated by electric vehicle charging control problems, we consider multi-agent noncooperative games where, following a data driven paradigm, unmodelled externalities acting on the players' objective functions are represented by means of scenarios. Overcoming the nondifferentiability characterizing such a setup, we retrieve a Nash equilibrium in a decentralised manner. Then, building upon recent developments in scenario-based optimization, we accompany the given solution with an a posteriori...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/CDC40024.2019.9028952

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Publisher:
IEEE Publisher's website
Pages:
5026-5031
Publication date:
2020-03-12
Acceptance date:
2019-07-19
Event title:
2019 IEEE 58th Conference on Decision and Control (CDC)
Event location:
Nice, France
Event website:
https://cdc2019.ieeecss.org/
Event start date:
2019-12-11
Event end date:
2019-12-13
DOI:
EISSN:
2576-2370
ISSN:
0743-1546
EISBN:
978-1-7281-1398-2
ISBN:
978-1-7281-1399-9
Language:
English
Keywords:
Pubs id:
pubs:1046520
UUID:
uuid:077a79ea-21ad-4f53-9e78-3be0586bdf24
Local pid:
pubs:1046520
Source identifiers:
1046520
Deposit date:
2019-08-20

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