# positions[].organizations[].parent[].label
Texas A&M Engineering Experiment Station (TEES)

# overview
My research interests include game theory and dynamic optimization, with applications in electricity and communication networks.

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4603 Computer Vision And Multimedia Computation

# keywords[]
4903 Numerical And Computational Mathematics

# keywords[]
3509 Transportation, Logistics And Supply Chains

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4903 Numerical And Computational Mathematics

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
3507 Strategy, Management And Organisational Behaviour

# keywords[]
3505 Human Resources And Industrial Relations

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
Large Scale Optimization Problems And Methods

# keywords[]
4903 Numerical And Computational Mathematics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4903 Numerical And Computational Mathematics

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
3505 Human Resources And Industrial Relations

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
Machine Learning And Artificial Intelligence

# keywords[]
4606 Distributed Computing And Systems Software

# educationAndTraining[].organization.label
University of Michigan-Ann Arbor - (Ann Arbor, Michigan, United States)

# educationAndTraining[].organization.label
University of Michigan-Ann Arbor - (Ann Arbor, Michigan, United States)

# publications[].label
Capacity Markets: Rationale, Designs, and Trade-Offs

# publications[].label
Distributed continuous-time unit commitment with energy storage in multi-area networks

# publications[].label
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees

# publications[].label
A Flocking-Based Approach for Distributed Stochastic Optimization

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
An Online Mechanism for Resource Allocation in Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Structural Estimation of Markov Decision Processes in High Dimensional State Space with Finite-Time Guarantees

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
An Incentive Compatible Iterative Mechanism for Coupling Electricity Markets

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
The effects of mental fatigue on effort allocation: Modeling and estimation.

# publications[].label
A Structural Model of Attentional Effort Dynamics: Evidence From a Naturalistic Discrimination Task.

# publications[].label
Decentralized Riemannian Gradient Descent on the Stiefel Manifold

# publications[].label
Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Markov perfect equilibrium existence for a class of undiscounted infinite-horizon dynamic games

# publications[].label
Structural Estimation of Partially Observable Markov Decision Processes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Market Mechanism for Trading Flexibility Between Interconnected Electricity Markets

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
The dynamic demand game: a Markov state fictitious play approach to a two-echelon supply chain problem under demand uncertainty

# publications[].label
On Distributed Non-convex Optimization: Projected Subgradient Method For Weakly Convex Problems in Networks

# publications[].label
The Effects of Mental Fatigue on Effort Allocation: Modeling and Estimation

# publications[].label
Averaged Iterative Water-Filling Algorithm: Robustness and Convergence

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fictitious play for finding system optimal routings in dynamic traffic networks

# publications[].label
ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Bio-Inspired Scheme for Coordinated Online Search

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
On the Feasibility of 5G Slice Resource Allocation With Spectral Efficiency: A Probabilistic Characterization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Joint Distributed Access Point Selection and Power Allocation in Cognitive Radio Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multi-agent reinforcement learning for multi-area power exchange

# publications[].label
Efficient coverage algorithms for wireless sensor networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Inferring Hidden Attentional States in Driving: A Bayesian Approach to Modeling Distraction and Secondary Task Engagement.

# publications[].label
On the Local Linear Rate of Consensus on the Stiefel Manifold

# publications[].label
A decentralized approach to discrete optimization via simulation: Application to network flow

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].publisher
American Institute of Mathematical Sciences (AIMS)

# publications[].label
Efficient Rate Allocation in Wireless Networks Under Incomplete Information

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Noise Reduction by Swarming in Social Foraging

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Equilibrium Capacity Expansion Under Stochastic Demand Growth

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
A game-theoretic approach to efficient power management in sensor networks

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Reputation Dynamics in Networks: Application to Cyber Security of Wind Farms

# publications[].label
The potential for underinvestment in internet security: implications for regulatory policy

# publications[].label
Distributed networked learning with correlated data

# publications[].label
Auction Design for the Efficient Allocation of Service Capacity Under Congestion

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Incentive contracts for infrastructure, litigation and weak institutions

# publications[].label
Forecast horizons for a class of dynamic games

# publications[].label
Dynamic Incentives for Congestion Control

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Interference Pricing Mechanism for Downlink Multicell Coordinated Beamforming

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Interactive Diffusions for Global Optimization

# publications[].label
The price of flexibility in electricity markets

# publications[].label
Competitive sharing of the spectrum in cognitive radio network: A market equilibrium framework

# publications[].label
Modeling Driver Responses to Automation Failures With Active Inference

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Distributed Channel Selection for Ad-Hoc Networks in the Presence of Jamming Sources

# publications[].label
Zeroth Order Nonconvex Multi-Agent Optimization over Networks

# publications[].label
On Distributed Nonconvex Optimization: Projected Subgradient Method for Weakly Convex Problems in Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Joint Access Point Selection and Power Allocation for Uplink Wireless Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Solving nonstationary infinite horizon stochastic production planning problems

# publications[].label
Strategic pricing when electricity is storable

# publications[].label
Regulatory design and incentives for renewable energy

# publications[].label
Regularized Q-Learning With Linear Function Approximation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Solving nonstationary infinite horizon dynamic optimization problems

# publications[].label
Equilibrium Pricing of Interference in Cognitive Radio Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Concession contract design in developing countries: A bus rapid transport system for Cartagena, Colombia

# publications[].label
Investment dynamics in electricity markets

# publications[].label
An Iterative Mechanism for Coupling Electricity Markets

# publications[].label
Cournot model for Virginia's restructured electricity market

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal timing of transmission investments in electricity markets

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Rational swarms for distributed on-line Bayesian search

# publications[].label
Decentralized Riemannian Gradient Descent on the Stiefel Manifold

# publications[].label
Distributed Synchronization Control of Multiagent Systems With Unknown Nonlinearities.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
On the Local Linear Rate of Consensus on the Stiefel Manifold

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
SPECIAL ISSUE DEDICATED TO THE XIII LATIN-IBERO-AMERICAN CONFERENCE ON OPERATIONS RESEARCH (CLAIO 2006) PREFACE

# publications[].publisher
American Institute of Mathematical Sciences (AIMS)

# publications[].label
Disease spread coupled with evolutionary social distancing dynamics can lead to growing oscillations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Auction Design for Spectrum Allocation Under Interference Constraints

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Dynamic Spectrum Allocation with Carrier Aggregation for Aircraft-to-Ground Communication

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Interactive model-based search with reactive resource allocation

# publications[].label
Learning an Active Inference Model of Driver Perception and Control: Application to Vehicle Car-Following

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior

# publications[].label
Empirical analysis of the effects of cyber security incidents.

# publications[].label
Distributed Synchronization Control of Multi-agent Systems with Unknown Nonlinearities: the Case of Fixed Directed Communication Topology

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Dynamic Price Competition with Switching Costs

# publications[].label
Solution and forecast horizons for infinite-horizon nonhornogeneous Markov decision processes

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Market structure and the competitive effects of switching costs

# publications[].label
Interactive model-based search for global optimization

# publications[].label
Dynamic pricing and learning in electricity markets

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Market power analysis for the Colombian electricity market

# publications[].label
Dynamic Platform Competition with Malicious Users

# publications[].label
Local Linear Convergence of Infeasible Optimization With Orthogonal Constraints

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Rational swarm routing protocol for mobile ad-hoc wireless networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Distributed Networked Learning with Correlated Data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# researcherOn[].label
Transfer from UF: Smart Markets for Black-box Capacity Allocation

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Collaborative Online Optimization for Efficient Model-Based Learning

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Learning and Coordination of Human and Artificial Intelligence

# researcherOn[].awardedBy.label
United States Army - (Washington D.C., District of Columbia, United States)

# researcherOn[].label
Online Modeling of Heterogeneous Autonomy

# researcherOn[].awardedBy.label
United States Air Force - (Arlington, Virginia, United States)

# researcherOn[].awardedBy.preferredLabel
DOD-Air Force-Office of Scientific Research

# streetAddress
Texas A&M University; Industrial Engineering; 3131 TAMU

# organizations[]
Texas A&M Engineering Experiment Station (TEES)

# schools[]
Texas A&M Engineering Experiment Station (TEES)

# etdChairOf[].label
Hong, Lingzhou (2023-08). Distributed and Networked Learning with Streaming Data. Doctoral Dissertation.

# etdChairOf[].label
Wei, Ran (2023-08). Learning Representations of Cognitive Dynamics and Decision Making in Human Drivers. Doctoral Dissertation.