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• Linear quadratic mean field Stackelberg differential games

  Moon, J. & Başar, T., Nov 2018, In: Automatica. 97, p. 200-213 14 p.

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

  • Cost functions
  • Constrained optimization
  • Random processes
  • Controllers

• Linear Quadratic Risk-Sensitive and Robust Mean Field Games

  Moon, J. & Basar, T., Mar 2017, In: IEEE Transactions on Automatic Control. 62, 3, p. 1062-1077 16 p., 7488259.

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

  • Cost functions
  • Robust control
  • Decentralized control
  • Game theory
  • Control theory

• Linear-quadratic risk-sensitive mean field games

  Moon, J. & Basar, T., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 2691-2696 6 p., 7039801.

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

  • Mean Field
  • Game
  • Decentralized control
  • Robust control
  • Decentralized Control

• Linear-quadratic stochastic differential Stackelberg games with a high population of followers

  Moon, J. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2270-2275 6 p. 7402545. (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

  • Stackelberg Game
  • Differential Games
  • Stochastic Differential Games
  • Cost Function
  • Policy

• Markov-Nash equilibria in mean-field games with discounted cost

  Saldi, N., Basar, T. & Raginsky, M., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3676-3681 6 p. 7963516. (Proceedings of the American Control Conference).

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

  • Costs

• Markov-Nash equilibria in mean-field games with discounted cost

  Saldi, N., Başar, T. & Raginsky, M., 2018, In: SIAM Journal on Control and Optimization. 56, 6, p. 4256-4287 32 p.

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

  • Mean Field
  • Nash Equilibrium
  • Game
  • Costs
  • Policy

• Mean field differential games in intelligent transportation systems

  Oner, A., Basar, T. & Gunel, G. O., Aug 8 2017, 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 51-56 6 p. 8005728. (5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings).

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

  • transportation system
  • Differential Games
  • Mean Field
  • Simulator
  • Game

• Mean-field interactions among robust dynamic coalitional games with transferable utilities

  Bauso, D. & Basar, T., 2014, ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings. IEEE Computer Society, p. 487-490 4 p. 6877919. (ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings).

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

  • Random processes

• Minimax control of MIMO systems over multiple TCP-like lossy networks

  Moon, J. & Başar, T., 2014, 19th IFAC World Congress IFAC 2014, Proceedings. Boje, E. & Xia, X. (eds.). IFAC Secretariat, p. 110-115 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 19).

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

  • Transmission control protocol
  • Controllers
  • System stability
  • Packet loss
  • Closed loop systems

• Minimax control over unreliable communication channels

  Moon, J. & Basar, M. T., Sep 1 2015, In: Automatica. 59, p. 182-193 12 p., 6437.

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

  • Controllers
  • Closed loop systems
  • Transmission control protocol
  • Sensors
  • Packet loss

• Minimax estimation with intermittent observations

  Moon, J. & Başar, T., Dec 2015, In: Automatica. 62, p. 122-133 12 p.

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

  • Riccati equations
  • Sensors
  • State estimation
  • Dynamical systems
  • Availability

• Mixed integer optimal compensation: Decompositions and mean-field approximations

  Bauso, D., Zhu, Q. & Basar, T., Jan 1 2012, 2012 American Control Conference, ACC 2012. Institute of Electrical and Electronics Engineers Inc., p. 2663-2668 6 p. 6315277. (Proceedings of the American Control Conference).

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

  • Compensation and Redress
  • Decomposition
  • Integer programming
  • Multi agent systems
  • Linear programming

• 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

• Modification of social dominance in social networks by selective adjustment of interpersonal weights

  Ye, M., Liu, J., Anderson, B. D. O., Yu, C. & Basar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2906-2911 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

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

  • Social Power
  • Power (Psychology)
  • Social Networks
  • Adjustment
  • Strategy

• Modulus consensus over time-varying digraphs

  Liu, J., Wang, D., Chen, W. & Basar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 948-953 6 p. 7963075. (Proceedings of the American Control Conference).

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

• Multi-agent networked systems with adversarial elements

  Başar, T., Jan 1 2014, Quantitative Evaluation of Systems - 11th International Conference, QEST 2014, Proceedings. Springer-Verlag, p. 5-8 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8657 LNCS).

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

  • Collaboration
  • Vertex of a graph
  • Graph in graph theory
  • Communication
  • Heterogeneous Agents

• Multi-competitive viruses over static and time-varying networks

  Pare, P. E., Liu, J., Beck, C. L., Nedic, A. & Basar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1685-1690 6 p. 7963195. (Proceedings of the American Control Conference).

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

  • Time varying networks
  • Viruses
  • Computer networks

• Multi-layer hierarchical approach to double sided jamming games among teams of mobile agents

  Bhattacharya, S. & Basar, T., Dec 1 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 5774-5779 6 p., 6426411.

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

  • Mobile Agent
  • Jamming
  • Multilayer
  • Mobile agents
  • Game

• Multi-Resolution Large Population Stochastic Differential Games and Their Application to Demand Response Management in the Smart Grid

  Zhu, Q. & Başar, T., Mar 2013, In: Dynamic Games and Applications. 3, 1, p. 68-88 21 p.

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

  • Smart Grid
  • Stochastic Differential Games
  • Multiresolution
  • Demand
  • Mean Field

• Nash equilibrium seeking for dynamic systems with non-quadratic payoffs

  Frihauf, P., Krstic, M. & Başar, T., 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 3605-3610 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

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

  • Dynamical systems
  • Game theory
  • Derivatives

• Nash equilibrium seeking for dynamic systems with non-quadratic payoffs

  Frihauf, P., Krstic, M. & Başar, T., 2013, Annals of the International Society of Dynamic Games. Birkhauser, p. 179-198 20 p. (Annals of the International Society of Dynamic Games; vol. 12).

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

  • Dynamic Systems
  • Nash Equilibrium
  • Dynamical systems
  • Initial Conditions
  • Perturbation

• Nash equilibrium seeking in noncooperative games

  Frihauf, P., Krstic, M. & Basar, T., May 2012, In: IEEE Transactions on Automatic Control. 57, 5, p. 1192-1207 16 p., 6060862.

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

  • Game theory
  • Differential equations
  • Derivatives
  • Dynamical systems

• 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

• Nash equilibrium seeking with infinitely-many players

  Frihauf, P., Krstic, M. & Başar, T., 2011, Proceedings of the 2011 American Control Conference, ACC 2011. Institute of Electrical and Electronics Engineers Inc., p. 3059-3064 6 p. 5991520. (Proceedings of the American Control Conference).

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

  • Game theory

• Networked control systems as stochastic team decision problems: A general introduction

  Yüksel, S. & Başar, T., 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 11-75 65 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

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

  • Networked Control Systems
  • Networked control systems
  • Decision problem
  • Information Structure
  • Cost functions

• Networked estimation-privacy games

  Akyol, E., Langbort, C. & Basar, T., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 507-510 4 p. (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings; vol. 2018-January).

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

  • Transmitters
  • Random variables
  • Error analysis
  • Entropy
  • Statistics

• 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

• Network formation games among relay stations in next generation wireless networks

  Saad, W., Han, Z., Basar, T., Debbah, M. & Hjørungnes, A., Sep 2011, In: IEEE Transactions on Communications. 59, 9, p. 2528-2542 15 p., 5936797.

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

  • Wireless networks
  • Parallel algorithms
  • Long Term Evolution (LTE)
  • Game theory
  • Bit error rate

• Network games

  Etesami, S. R. & Başar, T., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. 547-593 47 p.

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

  • Network Games
  • Game
  • Network Formation Games
  • Congestion Games
  • Resource Allocation

• 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

• Nonzero-sum differential games

  Başar, T., Haurie, A. & Zaccour, G., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. 61-110 50 p.

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

  • Nonzero-sum Games
  • Information Structure
  • Solution Concepts
  • Differential Games
  • Closed-form Solution

• Numerical approximation for a visibility based pursuit-evasion game

  Bhattacharya, S., Basar, M. T. & Falcone, M., Oct 31 2014, IROS 2014 Conference Digest - IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., p. 68-75 8 p. 6942542

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

  • Visibility
  • Target tracking

• On a continuous-time multi-group bi-virus model with human awareness

  Liu, J., Paré, P. E., Nedić, A., Beck, C. L. & Başar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4124-4129 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

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

  • Awareness
  • Viruses
  • Virus
  • Continuous Time
  • Human

• On a Modified DeGroot-Friedkin model of opinion dynamics

  Xu, Z., Liu, J. & Basar, M. T., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 1047-1052 6 p. 7170871. (Proceedings of the American Control Conference; vol. 2015-July).

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

• On averaging dynamics in general state spaces

  Touri, B., Basar, M. T. & Nedich, A., Dec 1 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 62-67 6 p., 6426900.

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

  • Averaging
  • State Space
  • Ergodicity
  • Lyapunov
  • Decrease

• On communication over gaussian sensor networks with adversaries: Further results

  Akyol, E., Rose, K. & Basa̧r, T., Jan 1 2013, Decision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings. Springer-Verlag Berlin Heidelberg, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8252 LNCS).

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

  • Sensor Networks
  • Sensor
  • Communication
  • Sensor networks
  • Transmitter

• 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 proceeding › Conference contribution

  • Nonzero-sum Games
  • Sensor
  • Remote Sensing
  • Scheduling
  • Encoder

• On convergence rate of a continuous-time distributed self-appraisal model with time-varying relative interaction matrices

  Xia, W., Liu, J., Basar, T. & Sun, X. M., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4076-4081 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

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

  • Rate of Convergence
  • Continuous Time
  • Time-varying
  • Confidence Level
  • Matrix

• One-stage control over an adversarial channel with finite codelength

  Gupta, A., Langbort, C. & Başar, T., 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 4072-4077 6 p. 6161475. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Jamming
  • Controller
  • Control Strategy
  • Saddlepoint
  • Encoding

• 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 proceeding › Conference contribution

  • Planning
  • Computer networks
  • Dynamic programming
  • Decision making
  • Communication

• On myopic strategies in dynamic adversarial team decision problems

  Gupta, A., Grover, P., Langbort, C. & Basar, T., Nov 12 2012, 2012 46th Annual Conference on Information Sciences and Systems, CISS 2012. 6310938. (2012 46th Annual Conference on Information Sciences and Systems, CISS 2012).

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

  • Uncertainty
  • Sensors

• On optimal jamming over an additive noise channel

  Akyol, E., Rose, K. & Başar, T., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 3079-3084 6 p. 6760352. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Jamming
  • Additive Noise
  • Additive noise
  • Transmitter
  • Receiver

• On Remote Estimation with communication scheduling and power allocation

  Gao, X., Akyol, E. & Basar, T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5900-5905 6 p. 7799177. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Power Allocation
  • Encoder
  • Sensor
  • Scheduling
  • Communication

• On remote estimation with multiple communication channels

  Gao, X., Akyol, E. & Basar, T., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5425-5430 6 p. 7526520. (Proceedings of the American Control Conference; vol. 2016-July).

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

  • Scheduling
  • Additive noise
  • Dynamic programming
  • Numerical analysis
  • Sensors

• On Semidefiniteness of Signed Laplacians with Application to Microgrids

  Chen, W., Wang, D., Liu, J., Başar, T., Johansson, K. H. & Qiu, L., 2016, In: IFAC-PapersOnLine. 49, 22, p. 97-102 6 p.

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

  • Negative resistance
  • Circuit theory

• On spectral properties of signed Laplacians for undirected graphs

  Chen, W., Wang, D., 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. 1999-2002 4 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

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

  • Network theory (graphs)
  • Distributed parameter control systems
  • Signed
  • Graph
  • Electric power systems

• 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 proceeding › Conference contribution

  • Switched Systems
  • Time-varying Systems
  • Time varying systems
  • Nonlinear Systems
  • Stability criteria

• On the analysis of a continuous-time bi-virus model

  Liu, J., Paré, P. E., Nedić, A., Tang, C. Y., Beck, C. L. & Başar, T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 290-295 6 p. 7798284. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Viruses
  • Virus
  • Continuous Time
  • Stability Analysis
  • Model