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• Optimal estimation with limited measurements and noisy communication

  Gao, X., Akyol, E. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1775-1780 6 p. 7402467. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

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

  • Optimal Estimation
  • Sensor
  • Communication
  • Sensors
  • Estimator

• Optimal sensor scheduling and remote estimation over an additive noise channel

  Gao, X., Akyol, E. & Başar, T., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 2723-2728 6 p. 7171146. (Proceedings of the American Control Conference; vol. 2015-July).

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

  • Additive noise
  • Scheduling
  • Sensors
  • Costs
  • Random variables

• Optimal strategies for communication and remote estimation with an energy harvesting sensor

  Nayyar, A., Basar, M. T., Teneketzis, D. & Veeravalli, V. V., Aug 30 2013, In: IEEE Transactions on Automatic Control. 58, 9, p. 2246-2260 15 p., 6487384.

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

  • Energy harvesting
  • Sensors
  • Communication
  • Decision making
  • Solar cells

• Optimal strategies for dynamic weight selection in consensus protocols in the presence of an adversary

  El Chamie, M. & Basar, T., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 735-740 6 p., 7039469.

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

  • Optimal Strategy
  • Game
  • Optimal Control
  • Signal Control
  • Mixed Strategy

• Optimal Zero-Delay Jamming over an Additive Noise Channel

  Akyol, E., Rose, K. & Basar, T., Aug 2015, In: IEEE Transactions on Information Theory. 61, 8, p. 4331-4344 14 p., 7123628.

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

  • Additive noise
  • Jamming
  • recipient
  • Transceivers
  • water

• Optimization of real-time coding and control policies: Structural and existence results

  Yüksel, S. & Başar, T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 319-371 53 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

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

  • Control Policy
  • Real-time
  • Coding
  • Policy
  • Dynamic programming

• Orbit-controlling sets for conjunctive Boolean networks

  Gao, Z., Chen, X. & Başar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4989-4994 6 p. 7963728. (Proceedings of the American Control Conference).

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

  • Orbits
  • Dynamical systems
  • Controllability
  • Genes
  • Trajectories

• 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 proceeding › Conference contribution

  • Mean Field
  • Game
  • Discrete-time
  • Cost Function
  • Cost functions

• Periodic behavior of a diffusion model over directed graphs

  Gao, Z., Chen, X., Liu, J. & Başar, T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 37-42 6 p. 7798243. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Directed Graph
  • Periodic Motion
  • Directed graphs
  • Diffusion Model
  • Finite automata

• Policy optimization provably converges to nash equilibria in zero-sum linear quadratic games

  Zhang, K., Yang, Z. & Basar, T., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Gradient methods
  • Reinforcement learning
  • Feedback control
  • Learning algorithms

• 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 proceeding › Conference contribution

  • Reinforcement learning

• Preface

  Başar, T., Jan 1 2018, In: Systems and Control: Foundations and Applications. p. V-VIII

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

• Preface

  Başar, T. & Zaccour, G., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. v-x

  Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript

  Open Access

• Preface

  Yüksel, S. & Başar, T., Jan 1 2013, In: Systems and Control: Foundations and Applications. 9781461470847, p. vii-viii

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

• Price-based coordinated aggregation of networked distributed energy resources

  Gharesifard, B., Başar, T. & Domínguez-García, A. D., 2016, In: IEEE Transactions on Automatic Control. 61, 10, p. 2936-2946 11 p., 7346424.

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

  • Energy resources
  • Agglomeration
  • Electric power distribution
  • Costs
  • Parallel algorithms

• Price-based distributed control for networked plug-in electric vehicles

  Gharesifard, B., Basar, M. T. & Dominguez-Garcia, A., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 5086-5091 6 p. 6580628. (Proceedings of the American Control Conference).

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

  • Plug-in electric vehicles
  • Decision making
  • Costs
  • Computer simulation

• Price of anarchy and an approximation algorithm for the binary-preference capacitated selfish replication game

  Etesami, S. R. & Başar, T., Feb 1 2017, In: Automatica. 76, p. 153-163 11 p.

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

  • Approximation algorithms
  • Polynomials

• Prices of anarchy, information, and cooperation in differential games

  Başar, T. & Zhu, Q., 2011, In: Dynamic Games and Applications. 1, 1, p. 50-73 24 p.

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

  • Price of Anarchy
  • Differential Games
  • Information Structure
  • Game
  • Quadratic Differentials

• Pricing for sharing economy with reputation

  Ma, Q., Huang, J., Başar, T., Liu, J. & Chen, X., Jan 12 2017, In: Performance Evaluation Review. 44, 3, p. 32 1 p.

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

• Pricing under information asymmetry for a large population of users

  Shen, H. & Başar, T., Jun 2011, In: Telecommunication Systems. 47, 1-2, p. 123-136 14 p.

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

  • Probability distributions
  • Costs

• Privacy constrained information processing

  Akyol, E., Langbort, C. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 4511-4516 6 p. 7402924. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

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

  • Transmitter
  • Privacy
  • Information Processing
  • Transceivers
  • Receiver

• Products of generalized stochastic Sarymsakov matrices

  Xia, W., Liu, J., Cao, M., Johansson, K. H. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 3621-3626 6 p. 7402780. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

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

  • Stochastic Matrix
  • Subset
  • Converge
  • Matrix multiplication
  • Matrix Product

• 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 journal › Article › peer-review

  • Hilbert spaces
  • Supervised learning
  • Tuning
  • Set theory

• 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 proceeding › Conference contribution

  • Online Learning
  • Primal-dual Method
  • Hilbert spaces
  • Stochastic Methods
  • kernel

• Prospect theory for enhanced cyber-physical security of drone delivery systems: A network interdiction game

  Sanjab, A., Saad, W. & Basar, T., Jul 28 2017, 2017 IEEE International Conference on Communications, ICC 2017. Debbah, M., Gesbert, D. & Mellouk, A. (eds.). Institute of Electrical and Electronics Engineers Inc., 7996862. (IEEE International Conference on Communications).

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

  • Drones
  • Unmanned aerial vehicles (UAV)
  • Warehouses
  • Decision making
  • Air

• Pure Nash Equilibrium in a Capacitated Selfish Resource Allocation Game

  Etesami, S. R. & Basar, T., Mar 2018, In: IEEE Transactions on Control of Network Systems. 5, 1, p. 536-547 12 p.

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

  • Resource Allocation
  • Nash Equilibrium
  • Resources
  • Resource allocation
  • Game

• Reference tracking of uncertain nonlinear multi-input multi-output quantized systems using L1 adaptive control

  Sun, H., Hovakimyan, N. & Başar, T., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 7546-7551 6 p. 6761088. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Adaptive Control
  • Quantization
  • Hysteresis
  • Closed loop systems
  • Output

• Reliable Intersection Control in Non-cooperative Environments∗

  Sayin, M. O., Lin, C. W., Shiraishi, S. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6347-6352 6 p. 8430809. (Proceedings of the American Control Conference; vol. 2018-June).

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

  • Managers

• Resilience in consensus dynamics via competitive interconnections

  Gharesifard, B. & Başar, T., 2012, 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, NECSYS 2012. 26 ed. IFAC Secretariat, p. 234-239 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 26).

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

  • Topology
  • Graph theory
  • Kinematics

• Resilient control of cyber-physical systems against Denial-of-Service attacks

  Yuan, Y., Zhu, Q., Sun, F., Wang, Q. & Basar, M. T., Jan 1 2013, Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013. IEEE Computer Society, p. 54-59 6 p. 6623750. (Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013).

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

  • Denial-of-service attack
  • Cyber Physical System
  • Control systems
  • Critical infrastructures
  • Jamming

• Resilient Distributed Control of Multi-agent Cyber-Physical Systems

  Zhu, Q., Bushnell, L. & Başar, T., Jan 1 2013, Control of Cyber-Physical Systems - Workshop Held at The Johns Hopkins University. Springer-Verlag, p. 301-316 16 p. (Lecture Notes in Control and Information Sciences; vol. 449 LNCIS).

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

  • system model
  • interaction
  • performance
  • public health
  • infrastructure

• 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 proceeding › Conference contribution

  • Linux
  • Testbeds
  • Servers
  • Experiments

• Riccati Equations in Nash and Stackelberg Differential and Dynamic Games

  Başar, T. & Moon, J., Jul 2017, In: IFAC-PapersOnLine. 50, 1, p. 9547-9554 8 p.

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

  • Difference equations
  • Riccati equations
  • Differential equations

• Risk-sensitive control of Markov jump linear systems: Caveats and difficulties

  Moon, J. & Başar, T., Feb 1 2017, In: International Journal of Control, Automation and Systems. 15, 1, p. 462-467 6 p.

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

  • Linear systems
  • Cost functions
  • Differential equations
  • Set theory

• Risk-sensitive mean-field games

  Tembine, H., Zhu, Q. & Başar, T., Apr 2014, In: IEEE Transactions on Automatic Control. 59, 4, p. 835-850 16 p., 6656891.

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

  • Vlasov equation
  • Fokker Planck equation
  • Cost functions

• 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 journal › Article › peer-review

  • Maximum principle
  • Mean Field
  • Maximum Principle
  • Game
  • Optimal Control

• Risk-sensitive mean-field stochastic differential games

  Tembine, H., Zhu, Q. & Başar, T., Jan 1 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 3222-3227 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

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

  • Vlasov equation
  • Fokker Planck equation
  • Game theory
  • Cost functions

• 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 journal › Article › peer-review

  • Maximum principle
  • Feedback
  • Partial differential equations
  • Differential equations

• Robust and resilient control design for cyber-physical systems with an application to power systems

  Zhu, Q. & Basar, M. T., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 4066-4071 6 p. 6161031. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Power System
  • Robust Control
  • Control Design
  • Cyber Physical System
  • Robust control

• Robust control of LTI systems over unreliable communication channels with unreliable acknowledgments

  Moon, J. & Basar, T., Feb 8 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 3390-3393 4 p. 7848682. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

  • Robust control
  • Controllers
  • Packet loss
  • Cost functions
  • Dynamical systems

• Robust Distributed Averaging: When are Potential-Theoretic Strategies Optimal?

  Khanafer, A. & Başar, T., Jul 2016, In: IEEE Transactions on Automatic Control. 61, 7, p. 1767-1779 13 p., 7258331.

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

  • Maximum principle

• Robust distributed averaging on networks with adversarial intervention

  Khanafer, A., Touri, B. & Başar, T., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 7131-7136 6 p. 6761020. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Maximum principle
  • Averaging
  • Optimal Strategy
  • Vertex of a graph
  • Zero sum game

• Robust linear quadratic mean-field games in crowd-seeking social Networks

  Tembine, H., Bauso, D. & Başar, T., 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 3134-3139 6 p. 6760361. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Social Networks
  • Quadratic field
  • Mean Field
  • Random processes
  • Game

• Robust Mean Field Games

  Bauso, D., Tembine, H. & Başar, T., Sep 1 2016, In: Dynamic Games and Applications. 6, 3, p. 277-303 27 p.

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

  • Mean Field
  • Game
  • Molecular biology
  • Uncertainty
  • Brownian movement

• Robust mean field games for coupled Markov jump linear systems

  Moon, J. & Başar, T., Jul 2 2016, In: International Journal of Control. 89, 7, p. 1367-1381 15 p.

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

  • Linear systems
  • Game theory
  • Controllers
  • Closed loop systems
  • Cost functions

• Robust mean field games with application to production of an exhaustible resource

  Bauso, D., Tembine, H. & Başar, T., Sep 17 2012, ROCOND'12 - 7th IFAC Symposium on Robust Control Design. PART 1 ed. p. 454-459 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 7, no. PART 1).

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

  • Brownian movement
  • Uncertainty

• Sampling multidimensional Wiener processes

  Nar, K. & Basar, T., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 3426-3431 6 p., 7039920.

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

  • Infinite Horizon
  • Wiener Process
  • Communication
  • Optimal Scheduling
  • Sampling

• Scalar Quadratic-Gaussian soft watermarking games

  Mıhçak, M. K., Akyol, E., Başar, T. & Langbort, C., 2016, Decision and Game Theory for Security - 7th International Conference, GameSec 2016, Proceedings. Panaousis, E., Tambe, M., Alpcan, T., Casey, W. & Zhu, Q. (eds.). Springer-Verlag Berlin Heidelberg, p. 215-234 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9996 LNCS).

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

  • Watermarking
  • Receiver
  • Watermark
  • Encoder
  • Zero sum game

• Secure communication for mobile agents in an adversarial environment

  Bhattacharya, S. & Basar, M. T., Sep 13 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977618. (Fusion 2011 - 14th International Conference on Information Fusion).

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

  • Mobile agents
  • Secure communication
  • Trajectories
  • Autonomous vehicles
  • Game theory

• 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 proceeding › Conference contribution

  • Reinforcement Learning
  • Bellman Equation
  • Regulator
  • Reinforcement learning
  • Sensor