Minyi Huang
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Cahiers du GERAD
Oct 2024
Peter E. Caines and Minyi Huang
For sequences of networks
embedded in the unit cube \([0, 1]^m\),
(weak) measure limits of sequences of empirical measures
of vertex densities (vertexon...
Sep 2024
Minyi Huang and Peter E. Caines
The solution of the graphon mean field game equation (GMFG) is characterized by an HJB equation and an FPK equation coupled via a graphon mean field. An a...
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Aug 2024
Minyi Huang, Shuenn-Jyi Sheu, and Li-Hsien Sun
We consider mean field social optimization in nonlinear diffusion models. By dynamic programming with a representative agent employing cooperative optimize...
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Jun 2023
Minyi Huang and Xuwei Yang
This paper studies linear-quadratic Stackelberg games with a major player (leader) and \(N\) minor players (followers). To design decentralized strategies ...
Nov 2019
Peter E. Caines and Minyi Huang
Very large networks linking dynamical agents are now ubiquitous and the need to analyse, design and control them is evident. The emergence of the graphon the...
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Oct 2006
We consider stochastic dynamic games in large population conditions where multiclass agents are weakly coupled via their individual dynamics and costs. We a...
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Jul 2024
May 2024
Rinel Foguen Tchuendom, Shuang Gao, Peter E. Caines, and Minyi Huang
Systems & Control Letters, 187, Paper no: 105780, 2024
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Mar 2024
Minyi Huang, Huanshui Zhang, Roland P. Malhamé, and Tielong Shen
Asian Journal of Control, 26(2), 563–564, 2024
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Dec 2023
Shuang Gao, Peter E. Caines, and Minyi Huang
IEEE Transactions on Automatic Control, 68(12), 7482–7497, 2023
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Sep 2023
May 2022
Peter E. Caines, Daniel W.C. Ho, Minyi Huang, Jiamin Jian, and Qingshuo Song
ESAIM: Control, Optimisation and Calculus of Variations, 28, Paper no: 24, 2022
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Dec 2021
Minyi Huang and Xuwei Yang
Applied Mathematics & Optimization, 84(2), 1969–2010, 2021
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Nov 2021
Peter E. Caines and Minyi Huang
SIAM Journal on Control and Optimization, 59(6), 4373–4399, 2021
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Oct 2021
Minyi Huang and Xuwei Yang
Journal of Systems Science and Complexity, 34(5), 2003–2035, 2021
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Jun 2021
Minyi Huang
Communications in Information and Systems, 21(3), 441–471, 2021
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Mar 2021
Yuchi Wu, Junfeng Wu, Minyi Huang, and Ling Shi
IEEE Transactions on Control of Network Systems, 8(1), 99–110, 2021
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Apr 2020
Minyi Huang and Mengjie Zhou
IEEE Transactions on Automatic Control, 65(4), 1397–1412, 2020
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Mar 2020
Sep 2019
Feb 2019
Sep 2017
Jianhui Huang and Minyi Huang
SIAM Journal on Control and Optimization, 55(5), 2811–2840, 2017
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Dec 2016
Minyi Huang and Son Luu Nguyen
Applied Mathematics & Optimization, 74(3), 643–668, 2016
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Oct 2016
Mean field stochastic games: Monotone costs and threshold policies
Minyi Huang and Yan Ma
Scientia Sinica Mathematica, 46(10), 1445–1460, 2016
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Mar 2016
Mar 2016
Ali Al Zahrani, F. Richard Yu, and Minyi Huang
IEEE Transactions on Vehicular Technology, 65(3), 1522–1535, 2016
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Nov 2015
Minyi Huang and Ji-Feng Zhang
SIAM Journal on Control and Optimization, 53(6), 3339–3363, 2015
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Mar 2014
Yanwei Wang, F. Richard Yu, Helen Tang, and Minyi Huang
IEEE Transactions on Wireless Communications, 13(3), 1616–1627, 2014
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Jan 2013
A mean field capital accumulation game with HARA utility
Minyi Huang
Dynamic Games and Applications, 3(4), 446–472, 2013
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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
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Sep 2012
Son Luu Nguyen and Minyi Huang
SIAM Journal on Control and Optimization, 50(5), 2907–2937, 2012
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May 2012
Helen Tang, F. Richard Yu, Minyi Huang, and Zhiqiang Li
IET Communications, 6(8), 974–983, 2012
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Jan 2005
Minyi Huang, Peter E. Caines, and Roland P. Malhamé
SIAM Journal on Control and Optimization, 44(1), 367–387, 2005
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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
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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
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Book chapters
Feb 2019
Minyi Huang and Yan Ma
G. Yin and Q. Zhang (eds.), Modeling, Stochastic Control, Optimization, and Applications, Springer, 283–313, 2019
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Apr 2017
Peter E. Caines, Minyi Huang, and Roland P. Malhamé
T. Basar, G. Zaccour (eds.), Handbook of Dynamic Game Theory, Springer, 1–28, 2017
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Jan 2010
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
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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
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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
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Proceedings
Jul 2024
Peter E. Caines and Minyi Huang
2024 American Control Conference (ACC), Toronto, ON, Canada, 4230–4235, 2024
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Dec 2023
Large-population optimal control with mixed agents: the multi-scale analysis and decentralized control
Minyi Huang and Son Luu Nguyen
To appear in: 2023 IEEE 62st Conference on Decision and Control (CDC), Singapore, 2023
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Jul 2023
Critical Nash Value Nodes for Control Affine Embedded Graphon Mean Field Games
Peter E. Caines, Rinel Foguen Tchuendom, Minyi Huang, and Shuang Gao
Proc. IFACWorld Congress, Yokohama, Japan, 942–947, 2023
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Dec 2022
Rinel Foguen Tchuendom, Shuang Gao, Minyi Huang, and Peter E. Caines
2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 5558–5565, 2022
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Dec 2021
Shuang Gao, Peter E. Caines, and Minyi Huang
2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, United States, 5253–5260, 2021
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Dec 2021
Rinel Foguen Tchuendom, Peter E. Caines, and Minyi Huang
2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, United States, 166–170, 2021
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Dec 2021
Xuwei Yang and Minyi Huang
2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, United States, 171–176, 2021
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Dec 2021
Mengjie Zhou and Minyi Huang
2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, United States, 5269–5274, 2021
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Dec 2020
Rinel Foguen Tchuendom, Peter E. Caines, and Minyi Huang
2020 59th IEEE Conference on Decision and Control (CDC), Jeju Island, Korea, 1026–1031, 2020
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Dec 2020
Minyi Huang, Shuenn-Jyi Sheu, and Li-Hsien Sun
2020 59th IEEE Conference on Decision and Control (CDC), Jeju Island, Korea, 4921–4926, 2020
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Dec 2020
Minyi Huang and Xuwei Yang
IFAC World Congress 2020, 53(2), Berlin, Germany, 2237–2242, 2020
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Dec 2019
Peter E. Caines and Minyi Huang
IEEE 58th Conference on decision and control, Nice, France, 286–292, 2019
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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
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Dec 2019
Minyi Huang and X. Yang
2019 IEEE 58th Conference on Decision and Control (CDC), Nice, France, 2019
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Dec 2018
Peter E. Caines and Minyi Huang
2018 IEEE Conference on Decision and Control (CDC), Miami Beach, USA, 4129–4134, 2018
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Dec 2018
Xiang Chen and Minyi Huang
2018 IEEE Conference on Decision and Control (CDC), Miami Beach, Florida, 4117–4122, 2018
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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
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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
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Dec 2017
Mengjie Zhou and Minyi Huang
2017 IEEE 56th Annual Conference on Decision and Control (CDC), Melbourne, Australia, 3152–3157, 2017
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Dec 2017
Minyi Huang and Yan Ma
2017 IEEE 56th Annual Conference on Decision and Control (CDC), Melbourne, Australia, 27–32, 2017
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Dec 2016
Minyi Huang and Yan Ma
2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 7105–7110, 2016
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Dec 2016
Minyi Huang and Son Luu Nguyen
2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 4528–4533, 2016
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Dec 2016
Minyi Huang and Son Luu Nguyen
2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, USA, 6958–6963, 2016
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Dec 2016
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
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Jul 2016
Bingchang Wang and Minyi Huang
2016 35th Chinese Control Conference (CCC), Chengdu, China, 1874–1879, 2016
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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
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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
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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
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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
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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
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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
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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
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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
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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
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