M Tamer Başar

2021

Policy Optimization For H2 Linear Control With HRobustness Guarantee: Implicit Regularization And Global Convergence

Zhang, K., Hu, B. & Basar, T., 2021, In: SIAM Journal on Control and Optimization. 59, 6, p. 4081-4109 29 p.

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

Open Access

Reputation and Pricing Dynamics in Online Markets

Ma, Q., Huang, J., Basar, T., Liu, J. & Chen, X., Aug 2021, In: IEEE/ACM Transactions on Networking. 29, 4, p. 1745-1759 15 p., 9411678.

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

Open Access

Robust Designs Through Risk Sensitivity: An Overview

Başar, T., Oct 2021, In: Journal of Systems Science and Complexity. 34, 5, p. 1634-1665 32 p.

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

Open Access

Sampled-Data Nash Equilibria in Differential Games with Impulse Controls

Sadana, U., Reddy, P. V., Başar, T. & Zaccour, G., Sep 2021, In: Journal of Optimization Theory and Applications. 190, 3, p. 999-1022 24 p.

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

Semiparametric Information State Embedding for Policy Search under Imperfect Information

Bhatt, S., Mao, W., Koppel, A. & Basar, T., 2021, 60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc., p. 4501-4506 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2021-December).

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

Stackelberg solution for a two-agent rational expectations model

Xu, J., Zhang, H. & Başar, T., Jul 2021, In: Automatica. 129, 109601.

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

Open Access

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

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

Open Access

A generalized minimum phase property for finite-dimensional continuous-time MIMO LTI systems with additive disturbances

Basar, T. & Pan, Z., 2020, In: IFAC-PapersOnLine. 53, 2, p. 4668-4675 8 p.

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

Open Access

A multi-agent off-policy actor-critic algorithm for distributed reinforcement learning

Suttle, W., Yang, Z., Zhang, K., Wang, Z., Basar, T. & Liu, J., 2020, In: IFAC-PapersOnLine. 53, p. 1549-1554 6 p.

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

Open Access

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

Open Access

An improved analysis of (variance-reduced) policy gradient and natural policy gradient methods

Liu, Y., Zhang, K., Basar, T. & Yin, W., 2020, In: Advances in Neural Information Processing Systems. 2020-December

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

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

Open Access

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

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

Open Access

Controlling a networked SIS model via a single input over undirected graphs

Wang, D., Liu, J., Paré, P. E., Chen, W., Qiu, L., Beck, C. L. & Basar, T., 2020, In: IFAC-PapersOnLine. 53, 2, p. 10981-10986 6 p.

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

Open Access

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

Decentralized Multitask Recursive Least Squares with Local Linear Constraints

Cao, X. & Basar, T., Nov 1 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE Computer Society, p. 1410-1414 5 p. 9443392. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

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

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

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

Open Access

Final Report on COIA 2020

Aliev, F. A., Başar, T., Hajiyev, A. H., Larin, V. B., Mahmudov, N. I. & Safarova, N. A., 2020, In: Applied and Computational Mathematics. 19, 3, p. 423 1 p.

Research output: Contribution to journal › Comment/debate › peer-review

Finite-sample analysis for decentralized cooperative multi-agent reinforcement learning from batch data

Zhang, K., Yang, Z., Liu, H., Zhang, T. & Basar, T., 2020, In: IFAC-PapersOnLine. 53, 2, p. 1049-1056 8 p.

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

Open Access

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

Open Access

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

Open Access

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

Open Access

Model-based multi-agent RL in zero-sum Markov games with near-optimal sample complexity

Zhang, K., Kakade, S. M., Başar, T. & Yang, L. F., 2020, In: Advances in Neural Information Processing Systems. 2020-December

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

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

Open Access

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

Natural policy gradient primal-dual method for constrained Markov decision processes

Ding, D., Zhang, K., Basar, T. & Jovanovic, M. R., 2020, In: Advances in Neural Information Processing Systems. 2020-December

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

On the stability and convergence of robust adversarial reinforcement learning: A case study on linear quadratic systems

Zhang, K., Hu, B. & Basar, T., 2020, In: Advances in Neural Information Processing Systems. 2020-December

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

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

Policy Optimization for H₂ Linear Control with H_∞ Robustness Guarantee: Implicit Regularization and Global Convergence

Zhang, K., Hu, B. & Başar, T., 2020, In: Proceedings of Machine Learning Research. 120, p. 179-190 12 p.

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

POLY-HOOT: Monte-Carlo planning in continuous space MDPs with non-asymptotic analysis

Mao, W., Zhang, K., Xie, Q. & Basar, T., 2020, In: Advances in Neural Information Processing Systems. 2020-December

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

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

Open Access

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

Open Access

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

Open Access

Robust multi-agent reinforcement learning with model uncertainty

Zhang, K., Sun, T., Tao, Y., Genc, S., Mallya, S. & Basar, T., 2020, In: Advances in Neural Information Processing Systems. 2020-December

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

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

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, 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

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

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

Open Access

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

Liu, J., Pare, P. E., Nedich, 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

Open Access

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

Open Access

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

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

Open Access

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

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

Open Access

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

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

M Tamer Başar

Research output

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