Networked Multiagent Systems Lab

Publications

Book Chapters

  1. C. Eksin, B. Swenson, S. Kar, and A. Ribeiro, Game Theoretic Learning, Cooperative Graph Signal Processing, pp. 209-235, Ch. 7, 2018

Preprints

  1. J.S. Weitz, S.W. Park, C. Eksin, and J. Dushoff. Moving Beyond a Peak Mentality: Plateaus, Shoulders, Oscillations and Other ‘Anomalous’ Behavior-Driven Shapes in COVID-19 Outbreaks, (submitted), 2020.
  2. C. Eksin, M. Ndeffo-Mbah, and J.S. Weitz.Reacting to outbreaks in neighboring localities, (submitted), 2020.
  3. S. Aydin and C. Eksin, Decentralized Learning-aware Communication and Communication-aware Mobility Control for the Target Assignment Problem, (submitted), 2020.
  4. A. Nourmohammad and C. Eksin, Optimal evolutionary control for artificial selection on molecular phenotypes, (submitted), 2020.
  5. L. Hong, A. Garcia, and C. Eksin, Distributed Estimation via Network Regularization, (submitted), 2019.

Journal

  1. C. Eksin, and K. Paarporn, Control of learning in anti-coordination network games, IEEE Trans. Control of Network Systems, 2020.
  2. C. Eksin, K. Paarporn, and J.S. Weitz, Systematic biases in disease forecasting – the role of behavior change, Epidemics vol. 27, 2019.
  3. B. Swenson, C. Eksin, S. Kar, and A. Ribeiro, Distributed inertial best-response dynamics, IEEE Trans. Autom. Control., vol. 63, no. 12, December 2018.
  4. K. Paarporn, C. Eksin, J.S. Weitz, Information sharing for a coordination game in fluctuating environments, Journal of Theoretical Biology, vol. 454, 2018.
  5. C. Eksin and A. Ribeiro, Distributed fictitious play for multi-agent systems in uncertain environments, IEEE Trans. Autom. Control., vol. 63, no. 4, April 2018.
  6. C. Eksin, H. Delic and A. Ribeiro, Demand response with communicating rational consumers, IEEE Trans. on Smart Grid, vol. 9, no. 1, January 2018.
  7. K. Paarporn, C. Eksin, J.S. Weitz, J.S. Shamma, Networked SIS epidemics with awareness, IEEE Trans. Comp. Social Systems, vol. 4, no. 3, 2017.
  8. C. Eksin, J.S. Shamma, J.S. Weitz, Disease dynamics in a stochastic network game: a little empathy goes a long way in averting outbreaks, Scientific Reports, 7:44122, March 2017. (Supplementary Information, Arxiv Version)
  9. J.S. Weitz, C. Eksin, K. Paarporn, S.P. Brown and W.C. Ratcliff,  An oscillating tragedy of the commons in replicator dynamics with game-environment feedback, Proceedings of the National Academy of the Sciences USA, vol. 113, no. 47, November 2016.
  10. C. Eksin, H. Delic and A. Ribeiro, Demand response management in smart grids with heterogeneous consumer preferences, IEEE Trans. on Smart Grid, vol. 6, no. 6, pp. 3082 – 3094, November 2015.
  11. P. Molavi, C. Eksin, A. Ribeiro and A. Jadbabaie, Learning to coordinate in social networks, Operations Research, vol. 64, no. 3, June 2015.
  12. C. Eksin, P. Molavi, A. Ribeiro and A. Jadbabaie,  Bayesian quadratic network game filters, IEEE Trans. Signal Process., vol. 62, no. 9, pp. 2250 – 2264, May 2014.
  13. C. Eksin, P. Molavi, A. Ribeiro and A. Jadbabaie, Learning in networks with incomplete information, IEEE Signal Process Mag., vol. 30, no. 3, pp. 30-42, May 2013.
  14. C. Eksin and A. Ribeiro, Distributed network optimization with heuristic rational agents, IEEE Trans. Signal Process., vol. 60, no. 10, pp. 5396-5411, October 2012.

Refereed Conference Publications

  1. S. Aydin, C. Eksin, Decentralized Fictitious Play with Voluntary Communication in Random Communication Networks, IEEE Conf. on Decision and Control (CDC), (to appear), 2020.
  2. L. Hong, A. Garcia, C. Eksin, Distributed Networked Learning with Correlated Data, IEEE Conf. on Decision and Control (CDC), (to appear), 2020.
  3. S. Aydin, C. Eksin, Learning-aware Decentralized Communication and Mobility Control for the Target Assignment Problem, IEEE Conference on Control Technology and Applications (CCTA), (to appear), 2020
  4. C. Eksin, Control of stochastic disease network games via influential individuals, IEEE Conf. on Decision and Control (CDC), 2019.
  5. S. Arefizadeh and C. Eksin, Distributed fictitious play in potential games with time-varying communication networks, Asilomar Signals and Systems Conf.,  2019.
  6. K. Paarporn, C. Eksin, J. S. Weitz, Y. Wardi, Optimal control policies for evolutionary dynamics with environmental feedback, IEEE Conf. on Decision and Control (CDC), 2018.
  7. K. Paarporn and C. Eksin, Incentive Control in network anti-coordination games with binary types, Asilomar Signals and Systems Conf., 2018.
  8. C. Eksin, B Swenson, S Kar, A Ribeiro, Learning pure-strategy Nash equilibria in networked multi-agent systems with uncertainty, IEEE Conf. on Decision and Control (CDC), 2016.
  9. K. Paarporn, C. Eksin, J.S. Weitz, and J.S. Shamma, The effect of awareness on networked sis epidemics, IEEE Conf. on Decision and Control (CDC), 2016.
  10. C. Eksin, and A. Ribeiro, Distributed fictitious play for multi-agent systems with uncertainty, IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2016.
  11. C. Eksin, and A. Ribeiro, Distributed fictitious play in potential games of incomplete information, IEEE Conf. on Decision and Control (CDC), 2015.
  12. K. Paarporn, C. Eksin, J.S. Weitz, J.S. Shamma, Epidemic spread over networks with agent awareness and social distancing, 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2015.
  13. C. Eksin, A. Hooshmand, R. Sharma. A decentralized energy management system, European Control Conference (ECC), 2015
  14. C. Eksin, H. Deliç, and A Ribeiro, Real-time pricing with uncertain and heterogeneous consumer preferences, American Control Conference (ACC), 2015.
  15. C. Eksin, H. Deliç, and A Ribeiro, Rational consumer behavior models in smart pricing, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015.
  16. C. Eksin, H. Deliç, and A Ribeiro, Distributed demand side management of heterogeneous rational consumers in smart grids with renewable sources, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014.
  17. P. Molavi, C. Eksin, A. Ribeiro, and A. Jadbabaie, Learning to coordinate in a beauty contest game, IEEE Conf. on Decision and Control (CDC), 2013.
  18. C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, Distributed filters for Bayesian network games, European Signal Processing Conference (EUSIPCO), 2013.
  19. C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, Learning in linear games over networks, 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2012.
  20. C. Eksin and A. Ribeiro, Heuristic rational models in social networks, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.
  21. C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, Games with side information in economic networks, Asilomar Conference on Signals, Systems and Computers (Asilomar), 2012.
  22. C. Eksin and A. Ribeiro, Network optimization with heuristic rational agents, Asilomar Conference on Signals, Systems and Computers (Asilomar), 2011.
  23. C. Eksin, B.G. Silverman, D. Pietrocola, and R. Kang, Dimensions of leader-in-context models, International Conf. on Cognitive Modeling, 2010. 
  24. C. Eksin, Towards Descriptive and Prescriptive Double-Loop Learning Agents, International Conf. on Cognitive Modeling, 2010. 
  25. C. Eksin, Policy Analysis using Q-learning, Conference on Behavior Representation in Modeling and Simulation, 2010
  26. C. Eksin, Genetic algorithms for multi-objective optimization in dynamic systems, 26th International System Dynamics Conference, 2008.
  27. C. Eksin and A. O. Konuray, Business Dynamics of a Record Company As Influenced By Online Channels, 26th International System Dynamics Conference, 2008.
  28. C. Eksin, M. Guzelkaya, E. Yesil, I. Eksin, Fuzzy Logic Approach to Mimic Decision Making Behavior of Humans in Stock Management Game, 26th International System Dynamics Conference, 2008.

Unpublished reports

  1. S. Cardon, S. Dommers, C. Eksin, R. Sitters, A. Stougie, L. Stougie, A PTAS for the multiple depot vehicle routing problem, SPOR Report 3, 2008.