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  • M Tamer Basar
2020

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 journalArticle

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 journalArticle

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 proceedingConference contribution

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 proceedingConference contribution

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 journalArticle

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

Saldi, N., Başar, T. & Raginsky, M., Jan 1 2019, In : Mathematics of Operations Research. 44, 3, p. 1006-1033 28 p.

Research output: Contribution to journalArticle

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 proceedingConference 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 journalArticle

Controlling and stabilizing a rigid formation using a few agents

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

Research output: Contribution to journalArticle

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 journalArticle

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 journalArticle

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 journalArticle

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 journalArticle

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 proceedingConference contribution

Influence of conformist and manipulative behaviors on public opinion

Etesami, S. R., Bolouki, S., Nedic, 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 journalArticle

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 journalArticle

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 proceedingConference contribution

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 proceedingConference contribution

On Communication Scheduling and Remote Estimation in the Presence of an Adversary as a Nonzero-sum Game

Gac, X., Akyol, E. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2710-2715 6 p. 8619418. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Online planning for decentralized stochastic control with partial history sharing

Zhang, K., Miehling, E. & Basar, T., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3544-3550 7 p. 8814803. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On Stability of Nonlinear Slowly Time-Varying and Switched Systems

Gao, X., Liberzon, D. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6458-6463 6 p. 8618955. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the Optimality of Linear Signaling to Deceive Kalman Filters over Finite/Infinite Horizons

Sayin, M. O. & Başar, T., Jan 1 2019, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings. Alpcan, T., Vorobeychik, Y., Baras, J. S. & Dán, G. (eds.). Springer, p. 459-478 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11836 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Partially-Observed Discrete-Time Risk-Sensitive Mean-Field Games

Saldi, N., Basar, T. & Raginsky, M., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 317-322 6 p. 9029343. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Policy Search in Infinite-Horizon Discounted Reinforcement Learning: Advances through Connections to Non-Convex Optimization: Invited Presentation

Zhang, K., Koppel, A., Zhu, H. & Başar, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8693017. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Projected stochastic primal-dual method for constrained online learning with kernels

Koppel, A., Zhang, K., Zhu, H. & Basar, T., May 15 2019, In : IEEE Transactions on Signal Processing. 67, 10, p. 2528-2542 15 p., 8678800.

Research output: Contribution to journalArticle

Projected Stochastic Primal-Dual Method for Constrained Online Learning with Kernels

Zhang, K., Zhu, H., Basar, T. & Koppel, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4224-4231 8 p. 8619068. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Revisiting Client Puzzles for State Exhaustion Attacks Resilience

Noureddine, M. A., Fawaz, A. M., Hsu, A., Guldner, C., Vijay, S., Basar, T. & Sanders, W. H., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019. Institute of Electrical and Electronics Engineers Inc., p. 617-629 13 p. 8809536. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Risk-Sensitive Mean Field Games via the Stochastic Maximum Principle

Moon, J. & Başar, T., Dec 1 2019, In : Dynamic Games and Applications. 9, 4, p. 1100-1125 26 p.

Research output: Contribution to journalArticle

Risk-Sensitive Zero-Sum Differential Games

Moon, J., Duncan, T. E. & Basar, T., Apr 2019, In : IEEE Transactions on Automatic Control. 64, 4, p. 1503-1518 16 p., 8378056.

Research output: Contribution to journalArticle

Secure Linear Quadratic Regulator Using Sparse Model-Free Reinforcement Learning

Kiumarsi, B. & Basar, T., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3641-3647 7 p. 9028861. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic Zero-Sum Differential Games for Forward-Backward SDEs

Moon, J. & Basar, T., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 6350-6355 6 p. 9030147. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strategic Inference with a Single Private Sample

Miehling, E., Dong, R., Langbort, C. & Basar, T., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2188-2193 6 p. 9029544. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Impact of Aggregating Distributed Energy Resources on Electricity Market Efficiency

Alshehri, K., Ndrio, M., Bose, S. & Başar, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692823. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Stackelberg Equilibria of the Kelly Mechanism

De Pellegrini, F., Massaro, A. & Başar, T., Jan 1 2019, Static and Dynamic Game Theory: Foundations and Applications. Birkhauser, p. 107-123 17 p. (Static and Dynamic Game Theory: Foundations and Applications).

Research output: Chapter in Book/Report/Conference proceedingChapter

2018

A bayesian multi-armed bandit approach for identifying human vulnerabilities

Miehling, E., Xiao, B., Poovendran, R. & Başar, T., Jan 1 2018, Decision and Game Theory for Security - 9th International Conference, GameSec 2018, Proceedings. Bushnell, L., Poovendran, R. & Basar, T. (eds.). Springer-Verlag Berlin Heidelberg, p. 521-539 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11199 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Consensus Problem in Mean Field Setting with Noisy Measurements of Target

Basar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6521-6526 6 p. 8431664. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Coupled Bi-Virus Spread Model in Networked Systems

Paré, P. E., Liu, J., Beck, C. L. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4414-4419 6 p. 8430785. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A dynamical network framework with application to stability of power networks

Wang, D., Chen, W., Khong, S. Z., Liu, J., Basar, T. & Qiu, L., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2924-2928 5 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A game theoretical framework for inter-process adversarial intervention detection

Sayin, M. O., Hosseini, H., Poovendran, R. & Başar, T., Jan 1 2018, Decision and Game Theory for Security - 9th International Conference, GameSec 2018, Proceedings. Bushnell, L., Poovendran, R. & Basar, T. (eds.). Springer-Verlag Berlin Heidelberg, p. 486-507 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11199 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An approach to distributed parametric learning with streaming data

Liu, J., Liu, Y., Nedić, A. & Başar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3206-3211 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Applications of group testing to security decision-making in networks

Bolouki, S., Dobakhshari, D. G., Basar, T., Gupta, V. & Nedic, A., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2929-2934 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asymptotic behavior of a reduced conjunctive Boolean network

Chen, X., Gao, Z. & Basar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4404-4409 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Case Study of An Energy-Saving Game for Public Buildings

Cheng, Z., Zhao, Q. & Başar, T., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, p. 684-689 6 p. 8560530. (IEEE International Conference on Automation Science and Engineering; vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllability of Conjunctive Boolean Networks with Application to Gene Regulation

Gao, Z., Chen, X. & Basar, T., Jun 2018, In : IEEE Transactions on Control of Network Systems. 5, 2, p. 770-781 12 p.

Research output: Contribution to journalArticle