Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle M Huang, RP Malhamé, PE Caines
1847 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
1162 2007 Stability of Kalman filtering with Markovian packet losses M Huang, S Dey
Automatica 43 (4), 598-607, 2007
485 2007 A distributed consensus-based cooperative spectrum-sensing scheme in cognitive radios Z Li, FR Yu, M Huang
IEEE Transactions on Vehicular Technology 59 (1), 383-393, 2009
461 2009 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
461 2003 Coordination and consensus of networked agents with noisy measurements: Stochastic algorithms and asymptotic behavior M Huang, JH Manton
SIAM Journal on Control and Optimization 48 (1), 134-161, 2009
441 2009 Large-population LQG games involving a major player: the Nash certainty equivalence principle M Huang
SIAM Journal on Control and Optimization 48 (5), 3318-3353, 2010
343 2010 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
269 2012 Mean field games PE Caines
In: Baillieul J., Samad T. (eds) Encyclopedia of Systems and Control, 2014
248 * 2014 Stochastic consensus seeking with noisy and directed inter-agent communication: Fixed and randomly varying topologies M Huang, JH Manton
IEEE Transactions on Automatic Control 55 (1), 235-241, 2009
203 2009 Defense against spectrum sensing data falsification attacks in mobile ad hoc networks with cognitive radios FR Yu, H Tang, M Huang, Z Li, PC Mason
MILCOM 2009-2009 IEEE Military Communications Conference, 1-7, 2009
184 2009 Biologically inspired consensus-based spectrum sensing in mobile ad hoc networks with cognitive radios FR Yu, M Huang, H Tang
IEEE network 24 (3), 26-30, 2010
172 2010 Stochastic consensus over noisy networks with Markovian and arbitrary switches M Huang, S Dey, GN Nair, JH Manton
Automatica 46 (10), 1571-1583, 2010
146 2010 A mean field game theoretic approach for security enhancements in mobile ad hoc networks Y Wang, FR Yu, H Tang, M Huang
IEEE transactions on wireless communications 13 (3), 1616-1627, 2014
137 2014 Linear-quadratic-Gaussian mixed games with continuum-parametrized minor players SL Nguyen, M Huang
SIAM Journal on Control and Optimization 50 (5), 2907-2937, 2012
131 2012 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
122 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
122 2007 Graphon mean field games and the GMFG equations: ε-Nash equilibria PE Caines, M Huang
2019 IEEE 58th conference on decision and control (CDC), 286-292, 2019
111 2019 A cooperative spectrum sensing consensus scheme in cognitive radios Z Li, FR Yu, M Huang
IEEE infocom 2009, 2546-2550, 2009
109 2009 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
106 2005 