Mar 2020 Linear quadratic mean field games with a major player: The multi-scale approach Yan Ma and Minyi Huang Automatica, 113, 108774 pages, 2020 BibTeX reference
Sep 2019 Linear-quadratic mean field control: The invariant subspace method Xiang Chen and Minyi Huang Automatica, 107, 582–586, 2019 BibTeX reference
May 2019 Linear quadratic mean field games: Asymptotic solvability and relation to the fixed point approach Minyi Huang and Mengjie Zhou To appear in: IEEE Transactions on Automatic Control, 2019 BibTeX reference
Feb 2019 Mean field production output control with sticky prices: Nash and social solutions Bingchang Wang and Minyi Huang Automatica, 100, 90–98, 2019 BibTeX reference
Sep 2017 Robust mean field linear-quadratic-Gaussian games with unknown \(L^2\)-disturbance Jianhui Huang and Minyi Huang SIAM Journal on Control and Optimization, 55(5), 2811–2840, 2017 BibTeX reference
Dec 2016 Mean field games for stochastic growth with relative utility Minyi Huang and Son Luu Nguyen Applied Mathematics & Optimization, 74(3), 643–668, 2016 BibTeX reference
Oct 2016 Mean field stochastic games: Monotone costs and threshold policies Minyi Huang and Yan Ma Scientia Sinica Mathematica, 46(10), 1445–1460, 2016 BibTeX reference
Mar 2016 A characterization of sub-game perfect equilibria for SDEs of mean-field type Boualem Djehiche and Minyi Huang Dynamic Games and Applications, 6(1), 55–81, 2016 BibTeX reference
Mar 2016 A joint cross-layer and colayer interference management scheme in hyperdense heterogeneous networks using mean-field game theory Ali Al Zahrani, F. Richard Yu, and Minyi Huang IEEE Transactions on Vehicular Technology, 65(3), 1522–1535, 2016 BibTeX reference
Nov 2015 Stochastic approximation based consensus dynamics over Markovian networks Minyi Huang and Ji-Feng Zhang SIAM Journal on Control and Optimization, 53(6), 3339–3363, 2015 BibTeX reference
Mar 2014 A mean field game theoretic approach for security enhancements in mobile ad hoc networks Yanwei Wang, F. Richard Yu, Helen Tang, and Minyi Huang IEEE Transactions on Wireless Communications, 13(3), 1616–1627, 2014 BibTeX reference
Jan 2013 A mean field capital accumulation game with HARA utility Minyi Huang Dynamic Games and Applications, 3(4), 446–472, 2013 BibTeX reference
Jan 2013 Nash, social and centralized solutions to consensus problems via mean field control theory Mojtaba Nourian, Peter E. Caines, Roland P. Malhamé, and Minyi Huang IEEE Transactions on Automatic Control, 58(3), 639–653, 2013 BibTeX reference
Sep 2012 Linear-quadratic-Gaussian mixed games with continuum-parametrized minor players Son Luu Nguyen and Minyi Huang SIAM Journal on Control and Optimization, 50(5), 2907–2937, 2012 BibTeX reference
May 2012 Distributed consensus-based security mechanisms in cognitive radio mobile ad hoc networks Helen Tang, F. Richard Yu, Minyi Huang, and Zhiqiang Li IET Communications, 6(8), 974–983, 2012 BibTeX reference
Jan 2012 Mean field LQG control in leader-follower stochastic multi-agent systems: Likelihood ratio based adaptation Mojtaba Nourian, Peter E. Caines, Roland P. Malhamé, and Minyi Huang IEEE Transactions on Automatic Control, 57(11), 2801–2816, 2012 BibTeX reference
Jan 2012 Social optima in mean field LQG control: Centralized and decentralized strategies Minyi Huang, Peter E. Caines, and Roland P. Malhamé IEEE Transactions on Automatic Control, 57(7), 1736–1751, 2012 BibTeX reference
Jan 2012 Stochastic approximation for consensus: A new approach via ergodic backward products Minyi Huang IEEE Transactions on Automatic Control, 57(12), 2994–3008, 2012 BibTeX reference
Jan 2011 Mean field (NCE) formulation of estimation based leader-follower collective motion Mojtaba Nourian, Roland P. Malhamé, Minyi Huang, and Peter E. Caines International Journal of Robotics and Automation, 26(1), 120–129, 2011 BibTeX reference
Jan 2010 The NCE (mean field) principle with locality dependent cost interactions Minyi Huang, Peter E. Caines, and Roland P. Malhamé IEEE Transactions on Automatic Control, 55(12), 2799–2804, 2010 BibTeX reference
Jan 2007 An invariance principle in large population stochastic dynamic games Minyi Huang, Peter E. Caines, and Roland P. Malhamé Journal of Systems Science and Complexity, 20(2), 162–172, 2007 BibTeX reference
Jan 2007 Large population cost-coupled LQG problems with non-uniform agents: Individual-mass behaviour and decentralized epsilon - Nash equilibria Minyi Huang, Peter E. Caines, and Roland P. Malhamé IEEE Transactions on Automatic Control, 52(9), 1560–1571, 2007 BibTeX reference
Jan 2006 Large population stochastic dynamic games: Closed loop McKean-Vlasov systems and the Nash certainty equivalence principle Minyi Huang, Roland P. Malhamé, and Peter E. Caines Special issue in honour of the 65th birthday of Tyrone Duncan, 6(3), 221–252, 2006 BibTeX reference
Jan 2005 Computationally tractable stochastic power control laws in wireless communications Minyi Huang, Roland P. Malhamé, and Peter E. Caines IEEE Transactions on Automatic Control, 50(2), 263–268, 2005 BibTeX reference
Jan 2005 Degenerate stochastic control problems with exponential costs and weakly coupled dynamics: Viscosity solutions and a maximum principle Minyi Huang, Peter E. Caines, and Roland P. Malhamé SIAM Journal on Control and Optimization, 44(1), 367–387, 2005 BibTeX reference
Jan 2004 Uplink power adjustment in wireless communication systems: A stochastic-control analysis Minyi Huang, Peter E. Caines, and Roland P. Malhamé IEEE Transactions on Automatic Control, 49(10), 1693–1708, 2004 BibTeX reference
Jan 2003 Selection of suppliers considering the learning effect and technology improvement Minyi Huang, Shanling Li, and D. Tirupati International Journal of Information Technology and Decision Making, 2(1), 71–92, 2003 BibTeX reference
Feb 2019 Binary mean field stochastic games: Stationary equilibria and comparative statics Minyi Huang and Yan Ma G. Yin and Q. Zhang (eds.), Modeling, Stochastic Control, Optimization, and Applications, Springer, 283–313, 2019 BibTeX reference
Apr 2017 Mean field games Peter E. Caines, Minyi Huang, and Roland P. Malhamé T. Basar, G. Zaccour (eds.), Handbook of Dynamic Game Theory, Springer, 1–28, 2017 BibTeX reference
Jan 2010 Leader-follower cucker-smale type flocking synthesized via mean field stochastic control theory Mojtaba Nourian, Peter E. Caines, Roland P. Malhamé, and Minyi Huang J. Angeles et al. (eds.), Brain, Body and Machines, Vol. 83, Springer, 283–298, 2010 BibTeX reference
Jan 2006 Large population stochastic dynamic games: The Nash certainty equivalence principle and adaptation Minyi Huang, Peter E. Caines, and Roland P. Malhamé T. Glad, G. Hendeby (eds.), Forever Ljung in System Identification, 35–60, 2006 BibTeX reference
Jan 2005 Nash equilibria for large-population linear stochastic systems with weakly coupled agents Minyi Huang, Roland P. Malhamé, and Peter E. Caines Eds Boukas, EK & Malhamé, RP, Analysis, Control and Optimization of Complex Dynamic Systems, GERAD 25th Anniversary Series, Springer, 215–252, 2005 BibTeX reference
Dec 2020 On the master equation for linear quadratic graphon mean field games Rinel Foguen Tchuendom, Peter E. Caines, and Minyi Huang To appear in: 59th IEEE Conference on Decision and Control, 2020 BibTeX reference
Dec 2019 Graphon Mean Field Games and the GMFG equations: e-Nash equilibria Peter E. Caines and Minyi Huang IEEE 58th Conference on decision and control, Nice, France, 286–292, 2019 BibTeX reference
Dec 2019 Stochastic optimal control with Markovian lossy state observations Minyi Huang 2019 IEEE 58th Conference on Decision and Control (CDC), Nice, France, 678–683, 2019 BibTeX reference
Dec 2019 Linear quadratic mean field social optimization: asymptotic solvability Minyi Huang and X. Yang 2019 IEEE 58th Conference on Decision and Control (CDC), Nice, France, 2019 BibTeX reference
Dec 2018 Graphon mean field games and the GMFG equations Peter E. Caines and Minyi Huang 2018 IEEE Conference on Decision and Control (CDC), Miami Beach, USA, 4129–4134, 2018 BibTeX reference
Dec 2018 Linear-quadratic mean field control: The Hamiltonian matrix and invariant subspace method Xiang Chen and Minyi Huang 2018 IEEE Conference on Decision and Control (CDC), Miami Beach, Florida, 4117–4122, 2018 BibTeX reference
Jul 2018 Linear quadratic mean field games - Part I: the asymptotic solvability problem Minyi Huang and Mengjie Zhou Proceedings of the 23rd International Symposium on Mathematical Theory of Networks and Systems, Hong Kong, China, 489–502, 2018 BibTeX reference
Jul 2018 Cooperative linear-quadratic mean field control and its Hamiltonian matrix analysis Xiang Chen and Minyi Huang Proceedings of the 23rd International Symposium on Mathematical Theory of Networks and Systems, Hong Kong, China, 500–502, 2018 BibTeX reference
Dec 2017 Mean field games with poisson point processes and impulse control Mengjie Zhou and Minyi Huang 2017 IEEE 56th Annual Conference on Decision and Control (CDC), Melbourne, Australia, 3152–3157, 2017 BibTeX reference
Dec 2017 Mean field stochastic games with binary actions: Stationary threshold policies Minyi Huang and Yan Ma 2017 IEEE 56th Annual Conference on Decision and Control (CDC), Melbourne, Australia, 27–32, 2017 BibTeX reference
Dec 2016 Mean field stochastic games: Monotone costs and threshold policies Minyi Huang and Yan Ma 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 7105–7110, 2016 BibTeX reference
Dec 2016 Mean field games for stochastic growth with relative consumption Minyi Huang and Son Luu Nguyen 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 4528–4533, 2016 BibTeX reference
Dec 2016 Linear-quadratic mean field teams with a major agent Minyi Huang and Son Luu Nguyen 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 6958–6963, 2016 BibTeX reference
Dec 2016 Mean field social control with decentralized strategies and optimality characterization Nevroz Sen, Minyi Huang, and Roland P. Malhamé 2017 IEEE 56th Annual Conference on Decision and Control (CDC), Las Vegas, NV, USA, 6056–6061, 2016 BibTeX reference
Jul 2016 Mean field social optima in production output adjustment Bingchang Wang and Minyi Huang 2016 35th Chinese Control Conference (CCC), Chengdu, China, 1874–1879, 2016 BibTeX reference
Jan 2012 Mean Field LQG games with mass behavior responsive to a major player Son Luu Nguyen and Minyi Huang Proceedings of The 51st IEEE Conference on Decision and Control, Hololulu, Hawaii, 10 décembre 2012, 5772–5797, 2012 BibTeX reference
Jan 2010 A solution to the mean field consensus problem via stochastic mean field control Mojtaba Nourian, Peter E. Caines, Roland P. Malhamé, and Minyi Huang 2nd IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys'10), Annecy, France, 2010 BibTeX reference
Jan 2010 Optimality of adaptation based mean field (NCE) control laws in leader-follower stochastic dynamic games Mojtaba Nourian, Roland P. Malhamé, Minyi Huang, and Peter E. Caines Proc. the 49th IEEE CDC, Atlanta, USA, 2270–2275, 2010 BibTeX reference
Jan 2010 Social dynamics in mean field LQG control: Egoistic and altruistic agents Minyi Huang, Peter E. Caines, and Roland P. Malhamé Proc. the 49th IEEE CDC, Atlanta, USA, 3140–3145, 2010 BibTeX reference
Jan 2009 Derivation of consensus algorithm dynamics from mean field stochastic control NCE equations Mojtaba Nourian, Peter E. Caines, Roland P. Malhamé, and Minyi Huang NECSYS 2009, Venice, Italy, 2009 BibTeX reference
Jan 2009 Social optima in mean field LQG control: Centralized and decentralized strategies Minyi Huang, Peter E. Caines, and Roland P. Malhamé 47th Allerton Conference on Communication, Control and Computing, 322–329, 2009 BibTeX reference
Jan 2009 The locality dependent Nash certainty equivalence (mean field) principle in large population stochastic dynamic games Minyi Huang, Peter E. Caines, and Roland P. Malhamé SIAM Conference on Control and its Applications, Denver, USA, page 121, 2009 BibTeX reference
Jan 2006 Distributed multi-agent decision-making with partial observations: Asymptotic Nash equilibria Minyi Huang, Peter E. Caines, and Roland P. Malhamé The Mathematical Theory of Networks and Systems Conference, Kyoto, Japon, 2725–2830, 2006 BibTeX reference
Jan 2006 Nash certainty equivalence in large population stochastic dynamic games: Connections with the physics of interacting particle systems Minyi Huang, Roland P. Malhamé, and Peter E. Caines 45th IEEE Conference on Decision and Control, San Diego, USA, 4921–4926, 2006 BibTeX reference