Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle M Huang, RP Malhamé, PE Caines
1969 2006 Large-Population Cost-Coupled LQG Problems With Nonuniform Agents: Individual-Mass Behavior and Decentralized M Huang, PE Caines, RP Malhamé
IEEE transactions on automatic control 52 (9), 1560-1571, 2007
1220 2007 Individual and mass behaviour in large population stochastic wireless power control problems: centralized and Nash equilibrium solutions M Huang, PE Caines, RP Malhamé
42nd IEEE international conference on decision and control (IEEE cat. No …, 2003
475 2003 Electric load model synthesis by diffusion approximation of a high-order hybrid-state stochastic system R Malhame, CY Chong
IEEE Transactions on Automatic Control 30 (9), 854-860, 1985
396 1985 Social optima in mean field LQG control: centralized and decentralized strategies M Huang, PE Caines, RP Malhamé
IEEE Transactions on Automatic Control 57 (7), 1736-1751, 2012
289 2012 Mean field games PE Caines
Encyclopedia of systems and control, 1197-1202, 2021
267 2021 Nash, social and centralized solutions to consensus problems via mean field control theory M Nourian, PE Caines, RP Malhame, M Huang
IEEE Transactions on Automatic Control 58 (3), 639-653, 2012
129 2012 An invariance principle in large population stochastic dynamic games M Huang, PE Caines, RP Malhamé
Journal of Systems Science and Complexity 20 (2), 162-172, 2007
129 2007 The NCE (mean field) principle with locality dependent cost interactions M Huang, PE Caines, RP Malhamé
IEEE transactions on automatic control 55 (12), 2799-2805, 2010
107 2010 Nash equilibria for large-population linear stochastic systems of weakly coupled agents M Huang, RP Malhamé, PE Caines
Analysis, control and optimization of complex dynamic systems, 215-252, 2005
107 2005 A column generation method for optimal load management via control of electric water heaters JC Laurent, G Desaulniers, RP Malhamé, F Soumis
IEEE Transactions on Power Systems 10 (3), 1389-1400, 1995
101 1995 A physically-based computer model of aggregate electric water heating loads JC Laurent, RP Malhame
IEEE transactions on power systems 9 (3), 1209-1217, 1994
96 1994 A class of models for load management application and evaluation revisited C Alvarez, RP Malhame, A Gabaldon
IEEE Transactions on Power Systems 7 (4), 1435-1443, 1992
96 1992 Nash certainty equivalence in large population stochastic dynamic games: Connections with the physics of interacting particle systems M Huang, RP Malhamé, PE Caines
Proceedings of the 45th IEEE Conference on Decision and Control, 4921-4926, 2006
91 2006 Attentional bias in post-traumatic stress disorder diminishes after symptom amelioration M El Khoury-Malhame, L Lanteaume, EM Beetz, J Roques, E Reynaud, ...
Behaviour research and therapy 49 (11), 796-801, 2011
90 2011 Uplink power adjustment in wireless communication systems: A stochastic control analysis M Huang, PE Caines, RP Malhamé
IEEE Transactions on Automatic Control 49 (10), 1693-1708, 2004
90 2004 The Nash certainty equivalence principle and McKean-Vlasov systems: an invariance principle and entry adaptation M Huang, PE Caines, RP Malhamé
2007 46th IEEE Conference on Decision and Control, 121-126, 2007
86 2007 Supervisory control of distributed systems: Conflict resolution KC Wong, JG Thistle, RP Malhamé, HH Hoang
Discrete Event Dynamic Systems 10 (1), 131-186, 2000
84 2000 An integral control formulation of mean field game based large scale coordination of loads in smart grids AC Kizilkale, R Salhab, RP Malhamé
Automatica 100, 312-322, 2019
82 2019 Mean field LQG control in leader-follower stochastic multi-agent systems: Likelihood ratio based adaptation M Nourian, PE Caines, RP Malhamé, M Huang
IEEE Transactions on Automatic Control 57 (11), 2801-2816, 2012
81 2012