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• 2019

  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 proceeding › Conference contribution

  • Reward
  • Beliefs
  • Target
  • Update
  • Asymmetric Information

• 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
• 2016

  On the Convergence of Piecewise Linear Strategic Interaction Dynamics on Networks

  Gharesifard, B., Touri, B., Basar, T. & Shamma, J., Jun 2016, In: IEEE Transactions on Automatic Control. 61, 6, p. 1682-1687 6 p., 7258336.

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

  • Dynamical systems
  • Directed graphs
• 2015

  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
• 2019

  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
• 2018

  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
• 2011

  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

• Distributed strategic learning with application to network security

  Zhu, Q., Tembine, H. & Basar, M. T., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 4057-4062 6 p. 5991373. (Proceedings of the American Control Conference).

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

  • Network security
  • Ordinary differential equations
  • Sleep
  • Reinforcement learning
  • Learning algorithms
• 2017

  Cash-settled options for wholesale electricity markets

  Alshehri, K., Bose, S. & Başar, T., Jul 2017, In: IFAC-PapersOnLine. 50, 1, p. 13605-13611 7 p.

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

  • Power markets
• 2015

  A Stackelberg game for multi-period demand response management in the smart grid

  Alshehri, K., Liu, J., Chen, X. & Başar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 5889-5894 6 p. 7403145. (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

  • Smart Grid
  • Stackelberg Game
  • Demand
  • Industry
  • Game
• 2017

  Strategic communication between prospect theoretic agents over a Gaussian test channel

  Nadendla, V. S. S., Akyol, E., Langbort, C. & Basar, T., Dec 7 2017, MILCOM 2017 - 2017 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 109-114 6 p. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2017-October).

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

  • Transceivers
  • Transmitters
  • Communication
  • Power transmission
  • Decoding
• 2016

  Conformity versus manipulation in reputation systems

  Etesami, S. R., Bolouki, S., Nedich, A. & Basar, T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4451-4456 6 p. 7798945. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Reputation System
  • Public Opinion
  • Conformity
  • Social Behavior
  • Manipulation

• A double-sided jamming game with resource constraints

  Bhattacharya, S., Khanafer, A. & Başar, T., Jan 1 2016, Annals of the International Society of Dynamic Games. Birkhauser, p. 209-227 19 p. (Annals of the International Society of Dynamic Games; vol. 14).

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

  • Jamming
  • Resource Constraints
  • Power Allocation
  • Game
  • Power and Energy
• 2012

  Foreword

  Başar, T. & Hajek, B., Dec 1 2012, In: 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012. 6483187.

  Research output: Contribution to journal › Editorial › peer-review
• 2016

  Discrete-time stochastic Stackelberg dynamic games with a large number of followers

  Moon, J. & Basar, M. T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3578-3583 6 p. 7798807. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Stackelberg Game
  • Dynamic Games
  • Stackelberg
  • Stackelberg Equilibrium
  • Mean Field

• Generalization of accelerated successive projection method for convex sets intersection problems

  Etesami, S. R., Nedich, A. & Basar, T., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4422-4427 6 p. 7525618. (Proceedings of the American Control Conference; vol. 2016-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2018

  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
• 2017

  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
• 2011

  SMURFEN: A system framework for rule sharing collaborative intrusion detection

  Fung, C., Zhu, Q., Boutaba, R. & Basar, T., 2011, 2011 7th International Conference on Network and Service Management, CNSM 2011. 6104003. (2011 7th International Conference on Network and Service Management, CNSM 2011).

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

  • Intrusion detection

• Hybrid risk-sensitive mean-field stochastic differential games with application to molecular biology

  Zhu, Q., Tembine, H. & Başar, T., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 4491-4497 7 p. 6161035. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Stochastic Differential Games
  • Molecular biology
  • Molecular Biology
  • Glycerol
  • Mean Field
• 2017

  Group Testing Game

  Bolouki, S., Manshaei, M. H., Ravanmehr, V., Nedić, A. & Başar, T., Jul 2017, In: IFAC-PapersOnLine. 50, 1, p. 9668-9673 6 p.

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

  • Testing
  • Costs

• Stochastic subgradient algorithms for strongly convex optimization over distributed networks

  Sayin, M. O., Vanli, N. D., Kozat, S. S. & Başar, T., Oct 1 2017, In: IEEE Transactions on Network Science and Engineering. 4, 4, p. 248-260 13 p.

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

  • Convex optimization
  • Communication
  • Computational complexity
• 2018

  Secure Sensor Design for Resiliency of Control Systems Prior to Attack Detection

  Sayin, M. O. & Basar, T., Oct 26 2018, 2018 IEEE Conference on Control Technology and Applications, CCTA 2018. Institute of Electrical and Electronics Engineers Inc., p. 1686-1691 6 p. 8511586. (2018 IEEE Conference on Control Technology and Applications, CCTA 2018).

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

  • Resiliency
  • Sensor
  • Attack
  • Control System
  • Design
• 2012

  Guest editorial game theory in wireless communications

  Attar, A., Başar, T., Debbah, M., Poor, H. V. & Zhao, Q., Jan 1 2012, In: IEEE Journal on Selected Areas in Communications. 30, 1, p. 1-3 3 p., 60117757.

  Research output: Contribution to journal › Editorial › peer-review
• 2015

  On the existence of optimal policies for a class of static and sequential dynamic teams

  Gupta, A., Yüksel, S., Başar, T. & Langbort, C., Jan 1 2015, In: SIAM Journal on Control and Optimization. 53, 3, p. 1681-1712 32 p.

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

  • Optimal Policy
  • Optimal Solution
  • Class
  • Relay Channel
  • Reduction Method
• 2012

  Agent-based cyber control strategy design for resilient control systems: Concepts, architecture and methodologies

  Rieger, C., Zhu, Q. & Başar, T., Nov 12 2012, Proceedings - 2012 5th International Symposium on Resilient Control Systems, ISRCS 2012. p. 40-47 8 p. 6309291. (Proceedings - 2012 5th International Symposium on Resilient Control Systems, ISRCS 2012).

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

  • Control systems
  • Critical infrastructures
  • Neurology
  • Process control
  • Information technology
• 2018

  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 proceeding › Conference contribution

  • Random variables
  • Additive noise
  • Statistics

• Preface

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

  Research output: Contribution to journal › Editorial › peer-review
• 2017

  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
• 2019

  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 proceeding › Conference contribution

  • Kalman Filter
  • Receiver
  • Finite Horizon
  • Infinite Horizon
  • Kalman filters
• 2014

  Dynamic incentive design in multi-stage linear-Gaussian games with asymmetric information: A common information based approach

  Gupta, A. & Basar, T., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 414-419 6 p., 7039416.

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

  • Asymmetric Information
  • Incentives
  • Controller
  • Game
  • Design
• 2020

  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
• 2011

  Sparsity based feedback design: A new paradigm in opportunistic sensing

  Bhattacharya, S. & Basar, M. T., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 3704-3709 6 p. 5991014. (Proceedings of the American Control Conference).

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

  • Feedback
  • Dynamical systems
  • State estimation
• 2017

  A communication-efficient distributed algorithm for solving linear algebraic equations

  Liu, J., Gao, X. & Basar, T., Jun 7 2017, 2014 7th International Conference on Network Games, Control and Optimization, NetGCoop 2014. Institute of Electrical and Electronics Engineers Inc., p. 62-69 8 p. 7943430. (2014 7th International Conference on Network Games, Control and Optimization, NetGCoop 2014).

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

  • Distributed Algorithms
  • Linear equations
  • Parallel algorithms
  • Communication
  • Algebraic Equation
• 2016

  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
• 2014

  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
• 2016

  A game-theoretic approach to respond to attacker lateral movement

  Noureddine, M. A., Fawaz, A., Sanders, W. H. & Başar, T., 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. 294-313 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

  • Lateral
  • Movement
  • Game
  • Monitoring
  • Intrusion detection
• 2018

  Signaling games in networked cyber-physical systems with strategic elements

  Akyol, E., Basar, T. & Langbort, C., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4576-4581 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

  • Signaling Games
  • Sensor
  • Cyber Physical System
  • Game
  • Receiver

• Social networks

  Bolouki, S., Nedich, A. & Başar, T., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. 907-949 43 p.

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

  • Social Networks
  • Game
  • Strategic Voting
  • Coalition Formation
  • Social Choice

• Countries' survival in networked international environments

  Li, Y., Morse, A. S., Liu, J. & Basar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2912-2917 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

  • Power Allocation
  • Antagonism
  • Game
  • Bipartite Graph
  • Complete Graph

• 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 proceeding › Conference contribution

  • Framework
  • Network Dynamics
  • Positive Feedback
  • Communication Channels
  • Architecture
• 2016

  Strategic control of a tracking system

  Sayin, M. O., 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. 6147-6153 7 p. 7799214. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Tracking System
  • Strategic Control
  • Controller
  • Trajectory
  • Policy
• 2018

  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 proceeding › Conference contribution

  • Viruses
  • Computer networks

• 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
• 2016

  Robust Mean Field Games

  Bauso, D., Tembine, H. & Basar, M. 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
• 2015

  Context-aware wireless small cell networks: How to exploit user information for resource allocation

  Khanafer, A., Saad, W. & Basar, T., Sep 9 2015, 2015 IEEE International Conference on Communications, ICC 2015. Institute of Electrical and Electronics Engineers Inc., p. 3341-3346 6 p. 7248840. (IEEE International Conference on Communications; vol. 2015-September).

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

  • Base stations
  • Resource allocation
  • Quality of service
  • Costs
• 2012

  A cooperative bayesian nonparametric framework for primary user activity monitoring in cognitive radio networks

  Saad, W., Han, Z., Poor, H. V., Basar, T. & Song, J. B., Oct 5 2012, In: IEEE Journal on Selected Areas in Communications. 30, 9, p. 1815-1822 8 p., 6311241.

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

  • Cognitive radio
  • Monitoring
  • Availability
• 2014

  Complexity of equilibrium in diffusion games on social networks

  Etesami, S. R. & Basar, M. T., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2065-2070 6 p. 6859194. (Proceedings of the American Control Conference).

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

  • Set theory
• 2018

  Introduction to the theory of games

  Başar, T., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. 3-59 57 p.

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

  • Theory of Games
  • Dynamic Games
  • Static Game
  • Game Theory
  • Game
• 2017

  Distributed belief averaging using sequential observations

  Liu, Y., Liu, J., Basar, T. & Liu, M., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 680-685 6 p. 7963031. (Proceedings of the American Control Conference).

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

  • Directed graphs
  • Parallel algorithms