2024
Mean Field Social Control for Production Output Adjustment with Noisy Sticky Prices.
Dyn. Games Appl., July, 2024
Infinite horizon LQG Graphon Mean Field Games: Explicit Nash values and local minima.
Syst. Control. Lett., 2024
Large-Population Risk-Sensitive Linear-Quadratic Optimal Control.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024
Sparse Network Mean Field Games: Ring Structures and Related Topologies.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024
Mean Field Games on Dense and Sparse Networks: The Graphexon MFG Equations.
Proceedings of the American Control Conference, 2024
2023
LQG Graphon Mean Field Games: Analysis via Graphon-Invariant Subspaces.
IEEE Trans. Autom. Control., December, 2023
Model-free policy iteration approach to NCE-based strategy design for linear quadratic Gaussian games.
Autom., September, 2023
Large-Population Optimal Control with Mixed Agents: The Multi-Scale Analysis and Decentralized Control.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
Linear Convergent Distributed Nash Equilibrium Seeking with Compression.
CoRR, 2022
COVID-19 accelerated digital transformation: The case of Meituan.
Proceedings of the International Conference on Electronic Business, 2022
Optimal Network Location in Infinite Horizon LQG Graphon Mean Field Games.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
Mean-Field Transmission Power Control in Dense Networks.
IEEE Trans. Control. Netw. Syst., 2021
Graphon Mean Field Games and Their Equations.
SIAM J. Control. Optim., 2021
Linear Quadratic Mean Field Games: Decentralized O(1/N)-Nash Equilibria.
J. Syst. Sci. Complex., 2021
Linear-quadratic mean field games with a major player: Nash certainty equivalence versus master equations.
Commun. Inf. Syst., 2021
Mean Field Stochastic Growth with Relative Utility and Common Noise.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Linear Quadratic Mean Field Stackelberg Games: Master Equations and Time Consistent Feedback Strategies.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Critical Nodes in Graphon Mean Field Games.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
LQG Graphon Mean Field Games: Graphon Invariant Subspaces.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Linear Quadratic Mean Field Games: Asymptotic Solvability and Relation to the Fixed Point Approach.
IEEE Trans. Autom. Control., 2020
LQG Graphon Mean Field Games.
CoRR, 2020
Linear quadratic mean field games with a major player: The multi-scale approach.
Autom., 2020
On the Master Equation for Linear Quadratic Graphon Mean Field Games.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Mean field social optimization: feedback person-by-person optimality and the master equation.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
Mean-Field Transmission Power Control in Dense Networks, Part I - Characterization of the Equilibrium Strategy.
CoRR, 2019
Mean field production output control with sticky prices: Nash and social solutions.
Autom., 2019
Linear-quadratic mean field control: The invariant subspace method.
Autom., 2019
Mean Field Games with Poisson Jumps and Impulse Control: Long-run Average Cost.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Linear quadratic mean field social optimization: Asymptotic solvability.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Stochastic Optimal Control with Markovian Lossy State Observations.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Graphon Mean Field Games and the GMFG Equations: ε-Nash Equilibria.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
2018
Linear-Quadratic Mean Field Control: The Hamiltonian Matrix and Invariant Subspace Method.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Graphon Mean Field Games and the GMFG Equations.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
Robust Mean Field Linear-Quadratic-Gaussian Games with Unknown L<sup>2</sup>-Disturbance.
SIAM J. Control. Optim., 2017
Mean field games with poisson point processes and impulse control.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Mean field stochastic games with binary actions: Stationary threshold policies.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
A Joint Cross-Layer and Colayer Interference Management Scheme in Hyperdense Heterogeneous Networks Using Mean-Field Game Theory.
IEEE Trans. Veh. Technol., 2016
A Characterization of Sub-game Perfect Equilibria for SDEs of Mean-Field Type.
Dyn. Games Appl., 2016
Mean field social control with decentralized strategies and optimality characterization.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Linear-quadratic mean field teams with a major agent.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Mean field games for stochastic growth with relative consumption.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Mean field stochastic games: Monotone costs and threshold policies.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
2015
Stochastic Approximation Based Consensus Dynamics over Markovian Networks.
SIAM J. Control. Optim., 2015
Dynamic production output adjustment with sticky prices: A mean field game approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
A mean field LQG game with soft-constrained disturbance as an adversarial player.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
A Mean Field Game Theoretic Approach for Security Enhancements in Mobile Ad hoc Networks.
IEEE Trans. Wirel. Commun., 2014
Mean field capital accumulation with stochastic depreciation.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Stochastic approximation for consensus over general digraphs with Markovian switches.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
Nash, Social and Centralized Solutions to Consensus Problems via Mean Field Control Theory.
IEEE Trans. Autom. Control., 2013
A Mean Field Capital Accumulation Game with HARA Utility.
Dyn. Games Appl., 2013
A distributed interference control scheme in large cellular networks using mean-field game theory.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013
Securing vehicular ad hoc networks with mean field game theory.
Proceedings of the third ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2013
Opinion dynamics with noisy information.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Mean field LQG games with model uncertainty.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Mean field capital accumulation games: The long time behavior.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
2012
Mean Field LQG Control in Leader-Follower Stochastic Multi-Agent Systems: Likelihood Ratio Based Adaptation.
IEEE Trans. Autom. Control., 2012
Social Optima in Mean Field LQG Control: Centralized and Decentralized Strategies.
IEEE Trans. Autom. Control., 2012
Stochastic Approximation for Consensus: A New Approach via Ergodic Backward Products.
IEEE Trans. Autom. Control., 2012
Linear-Quadratic-Gaussian Mixed Games with Continuum-Parametrized Minor Players.
SIAM J. Control. Optim., 2012
Distributed consensus-based security mechanisms in cognitive radio mobile ad hoc networks.
IET Commun., 2012
Sanchari: Moving Up the Value Chain Through Telecommunication Services.
Commun. Assoc. Inf. Syst., 2012
Mean Field Stochastic Games with Discrete States and Mixed Players.
Proceedings of the Game Theory for Networks, 2012
Mean field LQG games with mass behavior responsive to a major player.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
Mean Field (NCE) Formulation of Estimation Based Leader-Follower Collective Dynamics.
Int. J. Robotics Autom., 2011
Distributed Cooperative Spectrum Sensing in Mobile Ad Hoc Networks with Cognitive Radios
CoRR, 2011
Mean field LQG games with a major player: Continuum parameters for minor players.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
A Distributed Consensus-Based Cooperative Spectrum-Sensing Scheme in Cognitive Radios.
IEEE Trans. Veh. Technol., 2010
Stochastic Consensus Seeking With Noisy and Directed Inter-Agent Communication: Fixed and Randomly Varying Topologies.
IEEE Trans. Autom. Control., 2010
The NCE (Mean Field) Principle With Locality Dependent Cost Interactions.
IEEE Trans. Autom. Control., 2010
Large-Population LQG Games Involving a Major Player: The Nash Certainty Equivalence Principle.
SIAM J. Control. Optim., 2010
Biologically inspired consensus-based spectrum sensing in mobile Ad Hoc networks with cognitive radios.
IEEE Netw., 2010
Stochastic consensus over noisy networks with Markovian and arbitrary switches.
Autom., 2010
An Exploratory Study of the Gap between Client Expectations and Client Perceived Performance of the Delivered Information System.
Proceedings of the Pacific Asia Conference on Information Systems, 2010
Retailer Acceptance of Consumer Led Group Buying from A Stakeholder Influence Strategy Perspective.
Proceedings of the Pacific Asia Conference on Information Systems, 2010
Probabilistic Analysis of Resequencing Queue Length in Multipath Packet Data Networks.
Proceedings of the Global Communications Conference, 2010
Optimality of adaption based Mean Field control laws in leader-follower stochastic collective dynamics.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Social dynamics in mean field LQG control: Egoistic and altruistic agents.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Stochastic approximation for consensus with general time-varying weight matrices.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
Coordination and Consensus of Networked Agents with Noisy Measurements: Stochastic Algorithms and Asymptotic Behavior.
SIAM J. Control. Optim., 2009
Does IT Payoff? Strategies of Two Banking Giants.
Commun. Assoc. Inf. Syst., 2009
Distributed spectrum sensing in cognitive radio networks.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
A Cooperative Spectrum Sensing Consensus Scheme in Cognitive Radios.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
An algebraic approach for the NCE principle with massive subpopulations.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
A locality generalization of the NCE (Mean Field) principle: Agent specific cost interactions.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Convergence rate for stochastic consensus algorithms with time-varying noise statistics: Asymptotic normality.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Stochastic consensus seeking with measurement noise: Convergence and asymptotic normality.
Proceedings of the American Control Conference, 2008
2007
Dynamic Quantization for Multisensor Estimation Over Bandlimited Fading Channels.
IEEE Trans. Signal Process., 2007
Large-Population Cost-Coupled LQG Problems With Nonuniform Agents: Individual-Mass Behavior and Decentralized ε-Nash Equilibria.
IEEE Trans. Autom. Control., 2007
Uniqueness of Constrained Viscosity Solutions in Hybrid Control Systems.
SIAM J. Control. Optim., 2007
An Invariance Principle in Large Population Stochastic Dynamic Games.
J. Syst. Sci. Complex., 2007
Combined Rate and Power Allocation with Link Scheduling in Wireless Data Packet Relay Networks with Fading Channels.
EURASIP J. Wirel. Commun. Netw., 2007
Stability of Kalman filtering with Markovian packet losses.
Autom., 2007
Stochastic approximation for consensus seeking: Mean square and almost sure convergence.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
The Nash certainty equivalence principle and McKean-Vlasov systems: An invariance principle and entry adaptation.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
A Globally Convergent Conjugate Gradient Method for Minimizing Self-Concordant Functions with Application to Constrained Optimisation Problems.
Proceedings of the American Control Conference, 2007
Stochastic Lyapunov Analysis for Consensus Algorithms with Noisy Measurements.
Proceedings of the American Control Conference, 2007
Stochastic Double Array Analysis and Convergence of Consensus Algorithms with Noisy Measurements.
Proceedings of the American Control Conference, 2007
2006
Dynamic Quantizer Design for Hidden Markov State Estimation Via Multiple Sensors With Fusion Center Feedback.
IEEE Trans. Signal Process., 2006
Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle.
Commun. Inf. Syst., 2006
Nash Certainty Equivalence in Large Population Stochastic Dynamic Games: Connections with the Physics of Interacting Particle Systems.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Kalman Filtering with Markovian Packet Losses and Stability Criteria.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Joint rate/power adaptation and buffer management in wireless data relay networks.
Proceedings of the American Control Conference, 2006
2005
Computationally tractable stochastic power control laws in wireless communications.
IEEE Trans. Autom. Control., 2005
Degenerate Stochastic Control Problems with ExponentialCosts and Weakly Coupled Dynamics: Viscosity Solutions and a Maximum Principle.
SIAM J. Control. Optim., 2005
Finite Horizon LQ Optimal Control and Computation with Data Rate Constraints.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
Nash Strategies and Adaptation for Decentralized Games Involving Weakly-coupled Agents.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Uplink power adjustment in wireless communication systems: a stochastic control analysis.
IEEE Trans. Autom. Control., 2004
On a class of large-scale cost-coupled Markov games with applications to decentralized power control.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Risk-sensitive quickest time detection.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Large-population cost-coupled LQG problems: generalizations to non-uniform individuals.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
Stochastic power control in wireless communication systems: analysis, approximate control algorithms and state aggregation.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Individual and mass behaviour in large population stochastic wireless power control problems: centralized and Nash equilibrium solutions.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Stochastic power control in wireless communication systems with an infinite horizon discounted cost.
Proceedings of the American Control Conference, 2003
2002
Quality of service control for wireless systems: minimum power and minimum energy solutions.
Proceedings of the American Control Conference, 2002
2001
Stabilization of stochastic systems with hidden Markovian jumps.
Sci. China Ser. F Inf. Sci., 2001
Stochastic power control for wireless systems: classical and viscosity solutions.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
On a class of singular stochastic control problems arising in communications and their viscosity solutions.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Power control in wireless systems: a stochastic control formulation.
Proceedings of the American Control Conference, 2001