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• 2020

  Achieving Globally Superlinear Convergence for Distributed Optimization with Adaptive Newton Method

  Zhang, J., You, K. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2329-2334 6 p. 9304321. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distributed Optimization
  • Adaptive Method
  • Superlinear Convergence
  • Newton-Raphson method
  • Newton Methods

• A Data-Informed Approach for Analysis, Validation, and Identification of COVID-19 Models

  Olmez, S. Y., Mori, J., Miehling, E., Basar, T., Smith, R. L., West, M. & Mehta, P. G., Oct 6 2020, Cold Spring Harbor Laboratory Press, 8 p. (medRxiv).

  Research output: Working paper

  • analysis
  • trial
  • approval
  • public
  • pandemics

• A Game of Drones: Cyber-Physical Security of Time-Critical UAV Applications with Cumulative Prospect Theory Perceptions and Valuations

  Sanjab, A., Saad, W. & Basar, T., Nov 2020, In: IEEE Transactions on Communications. 68, 11, p. 6990-7006 17 p., 9144263.

  Research output: Contribution to journal › Article › peer-review

  • Drones
  • Unmanned aerial vehicles (UAV)
  • Game theory
  • Network security

• A Game-Theoretic Framework for Multiperiod-Multicompany Demand Response Management in the Smart Grid

  Alshehri, K., Liu, J., Chen, X. & Basar, T., 2020, (Accepted/In press) In: IEEE Transactions on Control Systems Technology.

  Research output: Contribution to journal › Article › peer-review

  • Industry
  • Game theory
  • Parallel algorithms

• Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes

  Pare, P. E., Liu, J., Beck, C. L., Kirwan, B. E. & Basar, T., Jan 2020, In: IEEE Transactions on Control Systems Technology. 28, 1, p. 79-93 15 p., 8488684.

  Research output: Contribution to journal › Article › peer-review

  • Asymptotic stability
  • Computer networks

• Approximate Equilibrium Computation for Discrete-Time Linear-Quadratic Mean-Field Games

  Uz Zaman, M. A., Zhang, K., Miehling, E. & Basar, T., Jul 2020, 2020 American Control Conference, ACC 2020. Institute of Electrical and Electronics Engineers Inc., p. 333-339 7 p. 9147474. (Proceedings of the American Control Conference; vol. 2020-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Structural properties
  • Dynamical systems
  • Costs

• Approximate markov-nash equilibria for discrete-time risk-sensitive mean-field games

  Saldi, N., Basar, T. & Raginsky, M., Nov 2020, In: Mathematics of Operations Research. 45, 4, p. 1596-1620 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Mean Field
  • Nash Equilibrium
  • Discrete-time
  • Game
  • Exponential Utility

• Asymptotic Behavior of Conjunctive Boolean Networks over Weakly Connected Digraphs

  Chen, X., Gao, Z. & Basar, T., Jun 2020, In: IEEE Transactions on Automatic Control. 65, 6, p. 2536-2549 14 p., 8770125.

  Research output: Contribution to journal › Article › peer-review

  • Orbits
  • Boolean functions
  • Dynamical systems

• Decentralized Multi-Agent Stochastic Optimization with Pairwise Constraints and Quantized Communications

  Cao, X. & Basar, T., 2020, In: IEEE Transactions on Signal Processing. 68, p. 3296-3311 16 p., 9103200.

  Research output: Contribution to journal › Article › peer-review

  • Communication
  • Random variables
  • Feedback
  • Cost functions
  • Costs

• Differentially Private Parameter Estimation: Optimal Noise Insertion and Data Owner Selection

  Cao, X. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2887-2893 7 p. 9304375. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Insertion
  • Parameter estimation
  • Parameter Estimation
  • Privacy
  • Semidefinite Program

• Distributed learning of average belief over networks using sequential observations

  Zhang, K., Liu, Y., Liu, J., Liu, M. & Başar, T., May 2020, In: Automatica. 115, 108857.

  Research output: Contribution to journal › Article › peer-review

  • Directed graphs
  • Computer simulation
  • Communication

• Dynamic Contract Design for Systemic Cyber Risk Management of Interdependent Enterprise Networks

  Chen, J., Zhu, Q. & Başar, T., 2020, (Accepted/In press) In: Dynamic Games and Applications.

  Research output: Contribution to journal › Article › peer-review

  • Risk Management
  • Risk management
  • Managers
  • Design
  • Incentives

• Fixed-Time Nash Equilibrium Seeking in Non-Cooperative Games

  Poveda, J. I., Krstic, M. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 3514-3519 6 p. 9304146. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Non-cooperative Game
  • Nash Equilibrium
  • Cost functions
  • Dynamic models
  • Potential Games

• Global convergence of policy gradient methods to (almost) locally optimal policies

  Zhang, K., Koppel, A., Zhu, H. & Başar, T., 2020, In: SIAM Journal on Control and Optimization. 58, 6, p. 3586-3612 27 p.

  Research output: Contribution to journal › Article › peer-review

  • Gradient methods
  • Optimal Policy
  • Gradient Method
  • Policy
  • Global Convergence

• Information State Embedding in Partially Observable Cooperative Multi-Agent Reinforcement Learning

  Mao, W., Zhang, K., Miehling, E. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 6124-6131 8 p. 9303801. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multiagent Learning
  • Reinforcement Learning
  • Reinforcement learning
  • Learning Algorithm
  • Value Function

• Modeling, estimation, and analysis of epidemics over networks: An overview

  Paré, P. E., Beck, C. L. & Başar, T., 2020, In: Annual Reviews in Control. 50, p. 345-360 16 p.

  Research output: Contribution to journal › Review article › peer-review

  • Viruses
  • Model structures
  • Mathematical models

• Nash Equilibrium Seeking in Quadratic Noncooperative Games Under Two Delayed Information-Sharing Schemes

  Oliveira, T. R., Rodrigues, V. H. P., Krstić, M. & Başar, T., 2020, (Accepted/In press) In: Journal of Optimization Theory and Applications.

  Research output: Contribution to journal › Article › peer-review

  • Information Sharing
  • Non-cooperative Game
  • Nash Equilibrium
  • Derivatives
  • Time delay

• Nash Equilibrium Seeking with Arbitrarily Delayed Player Actions

  Oliveira, T. R., Hugo Pereira Rodrigues, V., Krstic, M. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 150-155 6 p. 9303894. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nash Equilibrium
  • Derivatives
  • Non-cooperative Game
  • Extremum
  • Time delay

• Optimal Control Approach for Rational Expectations Models with Longer Forward-Looking Time

  Ma, T., Xu, J., Zhang, H. & Basar, T., Dec 13 2020, 16th IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV 2020. Institute of Electrical and Electronics Engineers Inc., p. 1041-1048 8 p. 9305466. (16th IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Rational Expectations
  • Stochastic Difference Equation
  • Difference equations
  • Finite Horizon
  • Maximum Principle

• Optimization of Web Service-Based Data-Collection System With Smart Sensor Nodes for Balance Between Network Traffic and Sensing Accuracy

  Hou, C., Zhao, Q. & Basar, T., 2020, (Accepted/In press) In: IEEE Transactions on Automation Science and Engineering.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Smart sensors
  • Sensor nodes
  • Web services
  • Servers
  • Error analysis

• Quantifying Market Efficiency Impacts of Aggregated Distributed Energy Resources

  Alshehri, K., Ndrio, M., Bose, S. & Basar, T., Sep 2020, In: IEEE Transactions on Power Systems. 35, 5, p. 4067-4077 11 p., 9034009.

  Research output: Contribution to journal › Article › peer-review

  • Energy resources
  • Profitability
  • Power markets
  • Agglomeration
  • Uncertainty

• Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field Games

  Uz Zaman, M. A., Zhang, K., Miehling, E. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2278-2284 7 p. 9304279. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement Learning
  • Quadratic field
  • Mean Field
  • Reinforcement learning
  • Multiagent Learning

• Reliable Smart Road Signs

  Sayin, M. O., Lin, C. W., Kang, E., Shiraishi, S. & Başar, T., Dec 2020, In: IEEE Transactions on Intelligent Transportation Systems. 21, 12, p. 4995-5009 15 p., 8870234.

  Research output: Contribution to journal › Article › peer-review

  • Error correction
  • Information theory
  • Infrared radiation
  • Communication

• Secure contingency prediction and response for cyber-physical systems

  Miehling, E., Langbort, C. & Basar, T., Aug 2020, CCTA 2020 - 4th IEEE Conference on Control Technology and Applications. Institute of Electrical and Electronics Engineers Inc., p. 998-1003 6 p. 9206253. (CCTA 2020 - 4th IEEE Conference on Control Technology and Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • contingency
  • Cyber Physical System
  • Prediction
  • attack
  • predictions

• Secure Discrete-Time Linear-Quadratic Mean-Field Games

  uz Zaman, M. A., Bhatt, S. & Başar, T., 2020, Decision and Game Theory for Security - 11th International Conference, GameSec 2020, Proceedings. Zhu, Q., Baras, J. S., Poovendran, R. & Chen, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 203-222 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12513 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quadratic field
  • Mean Field
  • Game
  • Discrete-time
  • Sensor

• Streisand Games on Complex Social Networks

  Bhatt, S. & Basar, T., Dec 14 2020, 2020 59th IEEE Conference on Decision and Control, CDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 1122-1127 6 p. 9303945. (Proceedings of the IEEE Conference on Decision and Control; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Networks
  • Complex Networks
  • Game
  • Complex networks
  • Minimax
• 2019

  A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning

  Lin, Y., Zhang, K., Yang, Z., Wang, Z., Basar, T., Sandhu, R. & Liu, J., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5562-5567 6 p. 9029257. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement Learning
  • Actors
  • Reinforcement learning
  • Communication
  • Directed graphs

• A Finite Sample Analysis of the Actor-Critic Algorithm

  Yang, Z., Zhang, K., Hong, M. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. 8619440. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Actors
  • Policy
  • Nonlinear Approximation
  • Function Approximation
  • Nonlinear Function

• Analysis and Control of a Continuous-Time Bi-Virus Model

  Liu, J., Pare, P. E., Nedic, A., Tang, C. Y., Beck, C. L. & Basar, T., Dec 2019, In: IEEE Transactions on Automatic Control. 64, 12, p. 4891-4906 16 p., 8638525.

  Research output: Contribution to journal › Article › peer-review

  • Viruses
  • Directed graphs
  • Decentralized control
  • System stability

• Approximate Nash equilibria in partially observed stochastic games with mean-field interactions

  Saldi, N., Başar, T. & Raginsky, M., 2019, In: Mathematics of Operations Research. 44, 3, p. 1006-1033 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Stochastic Games
  • Mean Field
  • Nash Equilibrium
  • Game
  • Interaction

• A viral model of product adoption with antagonistic interactions

  Ruf, S. F., Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3382-3387 6 p. 8815349. (Proceedings of the American Control Conference; vol. 2019-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Communication scheduling and remote estimation with adversarial intervention

  Gao, X., Akyol, E. & Basar, T., Jan 2019, In: IEEE/CAA Journal of Automatica Sinica. 6, 1, p. 32-44 13 p., 8600788.

  Research output: Contribution to journal › Article › peer-review

  • Scheduling
  • Sensors
  • Communication
  • Random processes
  • Remote sensing

• Controlling and stabilizing a rigid formation using a few agents ^∗

  Chen, X., Belabbas, M. A. & Başar, T., 2019, In: SIAM Journal on Control and Optimization. 57, 1, p. 104-128 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Entire
  • Position control
  • Controllability
  • Perturbation
  • Position Control

• Convergence and Iteration Complexity of Policy Gradient Method for Infinite-horizon Reinforcement Learning

  Zhang, K., Koppel, A., Zhu, H. & Basar, T., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 7415-7422 8 p. 9030265. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement Learning
  • Gradient methods
  • Gradient Method
  • Infinite Horizon
  • Reinforcement learning

• Differentially Private Gossip Gradient Descent

  Liu, Y., Liu, J. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2777-2782 6 p. 8619437. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gossip
  • Gradient Descent
  • Distributed Algorithms
  • Parallel algorithms
  • Communication

• Discrete-Time Polar Opinion Dynamics with Heterogeneous Individuals

  Liu, J., Ye, M., Anderson, B. D. O., Basar, T. & Nedic, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1694-1699 6 p. 8619071. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Opinion Dynamics
  • Susceptibility
  • Discrete-time
  • Dynamic models
  • Dynamic Model

• Distributed Discrete-Time Optimization in Multiagent Networks Using only Sign of Relative State

  Zhang, J., You, K. & Basar, T., Jun 2019, In: IEEE Transactions on Automatic Control. 64, 6, p. 2352-2367 16 p., 8558107.

  Research output: Contribution to journal › Article › peer-review

  • Parallel algorithms
  • Costs

• Dynamic Games in Cyber-Physical Security: An Overview

  Etesami, S. R. & Başar, T., Dec 1 2019, In: Dynamic Games and Applications. 9, 4, p. 884-913 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Dynamic Games
  • Cyber Physical System
  • Game theory
  • Game
  • Interaction

• Dynamic Information Disclosure for Deception

  Sayin, M. O. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1110-1117 8 p. 8619281. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deception
  • Disclosure
  • Cost functions
  • Artificial intelligence
  • Machine learning

• Exponentially Fast Estimation of Power System Oscillation Modes Using Distributed Phasor Data

  Liu, J., Chakrabortty, A. & Basar, T., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 7506-7511 6 p. 9028914. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Power System
  • Oscillation
  • Characteristic polynomial
  • On-line Measurement
  • Estimator

• Game theory for next generation wireless and communication networks: Modeling, analysis, and design

  Han, Z., Niyato, D., Saad, W. & Basar, T., Jan 1 2019, Cambridge University Press. 493 p.

  Research output: Book/Report/Conference proceeding › Book

  • Game theory
  • Telecommunication networks
  • Wireless networks
  • Virtualization
  • Telecommunication

• Generalized Minimum Phase Property for Finite-Dimensional Continuous-Time SISO LTI Systems with Additive Disturbances

  Pan, Z. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6256-6262 7 p. 8619112. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Disturbance
  • Continuous Time
  • Trajectories
  • Zero
  • Trajectory

• Generalized Sarymsakov Matrices

  Xia, W., Liu, J., Cao, M., Johansson, K. H. & Başar, T., Aug 2019, In: IEEE Transactions on Automatic Control. 64, 8, p. 3085-3100 16 p., 8513840.

  Research output: Contribution to journal › Article › peer-review

• Hierarchical multistage Gaussian signaling games in noncooperative communication and control systems

  Sayin, M. O., Akyol, E. & Başar, T., Sep 2019, In: Automatica. 107, p. 9-20 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Communication systems
  • Control systems
  • Transparency
  • Communication
  • Cost functions

• Human-in-the-loop Control of Distributed Multi-Agent Systems: A Relative Input-Output Approach

  Kiumarsi, B. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3343-3348 6 p. 8618994. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-agent Systems
  • Distributed Systems
  • Multi agent systems
  • Human
  • Output

• Influence of conformist and manipulative behaviors on public opinion

  Etesami, S. R., Bolouki, S., Nedich, A., Basar, T. & Poor, H. V., Mar 2019, In: IEEE Transactions on Control of Network Systems. 6, 1, p. 202-214 13 p., 8291583.

  Research output: Contribution to journal › Article › peer-review

  • Game
  • Influence
  • Beliefs
  • Reputation
  • Express

• Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms

  Sayin, M. O., Lin, C. W., Shiraishi, S., Shen, J. & Basar, T., Mar 2019, In: IEEE Transactions on Intelligent Transportation Systems. 20, 3, p. 912-924 13 p., 8370839.

  Research output: Contribution to journal › Article › peer-review

  • Roadsides
  • Sensors
  • Scheduling
  • Computer simulation
  • Communication

• Networked infectious disease-contaminated water model

  Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jun 2019, 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2018-2023 6 p. 8795741. (2019 18th European Control Conference, ECC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • infectious diseases
  • Infectious Diseases
  • Water
  • cholera
  • water

• Networked Multi-Agent Reinforcement Learning in Continuous Spaces

  Zhang, K., Yang, Z. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2771-2776 6 p. 8619581. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multiagent Learning
  • Reinforcement Learning
  • Reinforcement learning
  • Time varying networks
  • Control systems

• Non-cooperative inverse reinforcement learning

  Zhang, X., Zhang, K., Miehling, E. & Basar, T., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Reinforcement learning
  • Masks
  • Decision making
  • Computer simulation