Nash Certainty Equivalence in Large Population Stochastic Dynamic Games: Connections with the Physics of Interacting Particle Systems
dc.contributor.author | Huang , Minyi | |
dc.contributor.author | Malhame, Roland P | |
dc.contributor.author | Caines, Peter | |
dc.coverage.spatial | San Diego USA | |
dc.date.accessioned | 2015-12-08T22:33:40Z | |
dc.date.available | 2015-12-08T22:33:40Z | |
dc.date.created | December 13-15 2006 | |
dc.date.issued | 2006 | |
dc.date.updated | 2015-12-08T09:37:59Z | |
dc.description.abstract | We consider large population dynamic games and illuminate methodological connections with the theory of interacting particle systems. Combined with the large population modelling, a Nash Certainty Equivalence (NCE) Methodology is introduced for specifying the localized strategy selection of a given agent within the Nash equilibrium setting. The NCE methodology closely parallels that found in the study of uncontrolled interacting particle systems within the framework of the McKean-Vlasov equation [19]: for both problems the solution is derived by focussing on a single generic individual at a microscopic level and analyzing its interaction with the ensemble of the other individuals of which it is itself, in a statistical sense, a representative. | |
dc.identifier.isbn | 1424401712 | |
dc.identifier.uri | http://hdl.handle.net/1885/34781 | |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE Inc) | |
dc.relation.ispartofseries | IEEE Conference on Decision and Control 2006 | |
dc.source | Proceedings of the 45th IEEE Conference on Decision and Control | |
dc.source.uri | http://www.ieeecss.org/CAB/conferences/cdc2006/index.php | |
dc.subject | Keywords: Dynamical systems; Problem solving; Statistical mechanics; Stochastic control systems; Interacting particle systems; Nash certainty equivalence; Game theory | |
dc.title | Nash Certainty Equivalence in Large Population Stochastic Dynamic Games: Connections with the Physics of Interacting Particle Systems | |
dc.type | Conference paper | |
local.bibliographicCitation.lastpage | 4926 | |
local.bibliographicCitation.startpage | 4921 | |
local.contributor.affiliation | Huang , Minyi , College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Malhame, Roland P, Ecole Polytechnique | |
local.contributor.affiliation | Caines, Peter, McGill University | |
local.contributor.authoremail | repository.admin@anu.edu.au | |
local.contributor.authoruid | Huang , Minyi , u4336982 | |
local.description.notes | Imported from ARIES | |
local.description.refereed | Yes | |
local.identifier.absfor | 010203 - Calculus of Variations, Systems Theory and Control Theory | |
local.identifier.ariespublication | u3357961xPUB117 | |
local.identifier.scopusID | 2-s2.0-34249105008 | |
local.identifier.uidSubmittedBy | u3357961 | |
local.type.status | Published Version |