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GÜRDAL ARSLAN |
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UNIVERSITY OF HAWAI’I AT MĀNOA |
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Journal Publications
B. Yongacoglu, G. Arslan, and S. Yüksel, "Satisficing paths and independent multi-agent reinforcement learning in stochastic games", SIAM Journal on Mathematics of Data Science, Volume 5, Issue 3, 2023, pp. 745-773.
G. Arslan and S. Yüksel, "Subjective equilibria under beliefs of exogenous uncertainty for dynamic games", SIAM Journal on Control and Optimization, Volume 61, Issue 3, 2023, pp. 1038-1062. https://doi.org//10.1137/22M1475946 B. Yongacoglu, G. Arslan and S. Yüksel, "Decentralized learning for optimality in stochastic dynamic teams and games with local control and global state information", IEEE Transactions on Automatic Control, Volume 67, Issue 10, October 2022, pp. 5230-5245. pdf
G. Arslan and S. Yüksel, "Decentralized Q-learning for stochastic teams and games", IEEE Transactions on Automatic Control, Volume 62, Issue 4, April 2017, pp. 1545-1558. pdf
G. Arslan, M. F. Demirkol, and S. Yüksel, "On games with coupled constraints", IEEE Transactions on Automatic Control, Volume 60, Issue 2, February 2015, pp. 358-372. pdf
J. R. Marden, G. Arslan, and J. S. Shamma, "Cooperative control and potential games", IEEE Transaction on Systems, Man, and Cybernetics—Part B: Cybernetics, Volume 39, Issue 6, December 2009, pp. 1393-1407. pdf
J. R. Marden, G. Arslan, and J. S. Shamma, "Joint strategy fictitious play with inertia for potential games", IEEE Transaction on Automatic Control, Volume 54, Issue 2, February 2009, pp. 208-220. pdf
J. R. Marden, H. P. Young, G. Arslan, and J. S. Shamma, "Payoff based dynamics for multi-player weakly acyclic games", SIAM Journal on Control and Optimization, Volume 48, Issue 1, 2009, pp.373-396. pdf
G. Arslan, J. R. Marden, and J. S. Shamma, "Autonomous vehicle-target assignment: a game theoretical formulation", ASME Journal of Dynamic Systems, Measurement and Control, Volume 129, Issue 5, September 2007, pp. 584-596. pdf presentation
G. Arslan, M. F. Demirkol, and Y. Song, "Equilibrium efficiency improvement in MIMO interference systems: a decentralized stream control approach", IEEE Transaction on Wireless Communications, Volume 6, Issue 8, August 2007, pp. 2984-2993. pdf
S. Mannor, J. S. Shamma, and G. Arslan, "Online calibrated forecasts: efficiency versus universality for learning in games", Machine Learning, Volume 67, Numbers 1-2, May 2007, pp. 77-115. pdf
J. S. Shamma and G. Arslan, "A decomposition approach to distributed control of spatially invariant systems", IEEE Transaction on Automatic Control, Volume 51, Issue 4, April 2006, pp. 701-707. pdf
J. S. Shamma and G. Arslan, "Dynamic fictitious play, dynamic gradient play, and distributed convergence to Nash equilibria", IEEE Transactions on Automatic Control, Volume 50, Issue 3, March 2005, pp. 312-327. pdf
J. S. Shamma and G. Arslan, "Unified convergence proofs of continuous-time fictitious play", IEEE Transactions on Automatic Control, Volume 49, Issue 7, July 2004, pp. 1137-1142. pdf
G. Arslan and T. Başar, "Decentralized risk-sensitive controller design for strict-feedback systems", the Systems & Control Letters, Volume 50, Issue 5, 2003, pp. 383-393. pdf
G. Arslan and T. Başar, "Risk-sensitive adaptive trackers", IEEE Transactions on Automatic Control, Volume 47, Issue 10, October 2002, pp. 1754-1758. pdf pdf
G. Arslan and T. Başar, "Disturbance attenuating controller design for strict-feedback systems with structurally unknown dynamics", Automatica, 37, 2001, pp. 1175-1188. pdf
Conference Proceedings
B. Yongacoglu, G. Arslan and S. Yüksel, "Asynchronous decentralized Q-learning in stochastic games," Proceedings of the 62nd IEEE Conference on Decision and Control, Singapore, December 13-15, 2023, pp. 5008-5013.
B. Yongacoglu, G. Arslan and S. Yüksel, "Independent learning and subjectivity in mean field games," Proceedings of the 61st IEEE Conference on Decision and Control, Cancun, Mexico, December 6-9, 2022, pp. 2845-2850. (Invited Paper)
B. Yongacoglu, G. Arslan and S. Yüksel, "Reinforcement learning for decentralized stochastic control," Proceedings of the 58th IEEE Conference on Decision and Control, Nice, France, December 11-13, 2019, pp. 5556-5561.
B. Yongacoglu, G. Arslan and S. Yüksel, "Decentralized Q-learning with constant aspirations in stochastic games," Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, November 3-6, 2019, pp. 1744-1749.
G. Arslan and S. Yüksel, "Distributionally consistent price taking equilibria in stochastic dynamic games", Proceedings of the 56th IEEE Conference on Decision and Control, Melbourne, Australia, December 12-15, 2017, pp. 4594-4599. pdf
G. Arslan and S. Yüksel, "Decentralized Q-learning for weakly acyclic stochastic dynamic games", Proceedings of the 54th IEEE Conference on Decision and Control, Osaka, Japan, December 15-18, 2015, pp. 6743-6748.
G. Arslan, M. F. Demirkol, and S. Yüksel, "On games with coupled constraints", Proceedings of the 51st IEEE Conference on Decision and Control, Maui, Hawaii, USA, December 10-13, 2012, pp. 7151-7156.
A. Zeinalzadeh, A. Alptekinoglu, and G. Arslan, "Learning in infinite-horizon inventory competition with total demand observations", Proceedings of the American Control Conference, June 27-29, 2012, Montreal, Canada, pp. 1382-1387. pdf
G. Arslan, M. F. Demirkol, and S. Yüksel, "Power games in MIMO interference systems", Proceedings of the International Conference on Game Theory for Networks, Istanbul, Turkey, May 13-15, 2009. pdf
N. Marina, G. Arslan, and A. Kavčić , "A power allocation game in a four node relay network: an upper bound on the worst-case equilibrium efficiency", Proceedings of the 15th International Conference on Telecommunications, St. Petersburg, Russia, June 16-19, 2008. pdf
J. R. Marden, H. P. Young, G. Arslan, and J. S. Shamma, "Payoff based dynamics for multi-player weakly acyclic games", Proceedings of the 46th IEEE Conference on Decision and Control, New Orleans, LA, USA, December 12-14, 2007, pp. 3422-3427.
J. R. Marden, G. Arslan, and J.S. Shamma, "Connections between cooperative control and potential games illustrated on the consensus problem", Proceedings of the European Control Conference, Kos, Greece, July 2-5, 2007, pp. 4604-4611. pdf
J. R. Marden, G. Arslan, and J.S. Shamma, "Regret based dynamics: convergence in weakly acyclic games", Proceedings of the Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS07), Honolulu, Hawaii, USA, May 14-18, 2007, pp. 194-201. pdf
G. Arslan and J. S. Shamma, "Distributed Vehicle-Target Assignment Using Learning in Games", Proceedings of the 45th IEEE Conference on Decision and Control, San Diego, CA, USA, December 13-15, 2006, pp. 2837-2842.
G. Arslan and J. S. Shamma, "Anticipatory learning in general evolutionary games", Proceedings of the 45th IEEE Conference on Decision and Control, San Diego, CA, USA, December 13-15, 2006, pp. 6289-6294.
R. Sipahi, G. Arslan, and S-I Niculescu," Some remarks on control strategies for continuous gradient play dynamics", Proceedings of the 45th IEEE Conference on Decision and Control, San Diego, CA, USA, December 13-15, 2006, pp. 1966-1971.
G. Arslan, M.F. Demirkol, and Y. Sang, "Equilibrium efficiency improvement in MIMO interference systems: a decentralized stream control approach", Proceedings of the ICC 2006 IEEE International Conference on Communications, Istanbul, Turkey, June 11-15, 2006.
J. R. Marden, G. Arslan, and J. S. Shamma, "Joint strategy fictitious play with inertia for potential games", Proceedings of the 44th IEEE Conference on Decision and Control, in Seville, Spain, December 12-15, 2005, pp. 6692-6697.
G. Arslan and J. S. Shamma, "Distributed convergence to Nash equilibria with local utility measurements", Proceedings of the 43rd Conference on Decision and Control, in Bahamas, December 14-17, 2004, pp. 1538-1543. pdf
J. Shamma and G. Arslan, "A feedback stabilization approach to fictitious play", Proceedings of the 42nd Conference on Decision and Control, in Maui, Hawaii, December 9-12, 2003, pp. 4140-4145.
G. Arslan, J. Wolfe, J. Shamma, and J.Speyer, "Optimal planning for autonomous air vehicle battle management", Proceedings of the 41st Conference on Decision and Control, in Las Vegas, Nevada, December 10-13, 2002, pp. 3782-3787. pdf presentation
G. Arslan and T. Başar, "Decentralized risk-sensitive controller design for strict-feedback systems", Proceedings of the 40th Conference on Decision and Control, in Orlando, Florida, December 4-7, 2001, pp. 813-818.
G. Arslan and T. Başar, "Output-feedback control of stochastic strict-feedback systems under an exponential cost criterion", Proceedings of the 39th Conference on Decision and Control, in Sydney, Australia, December 12-15, 2000, pp. 2450-2455.
G. Arslan and T. Başar, "Adaptive control of stochastic strict-feedback systems under a risk-sensitive criterion", Proceedings of SYSID 2000: Symposium on System Identification, Santa Barbara, CA, June 21-23, 2000.
G. Arslan and T. Başar, "Robust output tracking for uncertain strict-feedback systems with unknown virtual control coefficients", Proceedings of SYSID 2000: Symposium on System Identification, Santa Barbara, CA, June 21-23, 2000.
G. Arslan and T. Başar, "Robust output tracking for strict-feedback-systems using neural-net based approximators for nonlinearities", Proceedings of the 38th Conference on Decision and Control, Phoenix, AR, Dec. 1999, pp. 2987-2992.
G. Arslan and T. Başar, "Robust output-feedback control of strict-feedback-systems with unknown nonlinearities", Proceedings of the 38th Conference on Decision and Control, AR, 1999, pp. 4748-4753.
G. Arslan and T. Başar, "Robust identification for output tracking in systems with unknown nonlinearities", Proceedings of the 1999 American Control Conference, CA, June 1999, pp. 1057-1061.
G. Arslan and K. Y. Lee, "Stability analysis of a fuzzy logic controller", Proceedings of the 1997 American Control Conference, Albuquerque, NM, June 1997, pp. 3301-3305.
Articles in Edited Volumes
J. S. Shamma and G. Arslan, "Dimensions of cooperative control". In J.S. Shamma (Editor), Cooperative Control of Distributed Multi-Agent Systems, Wiley, 2007, pp. 3-18. pdf
Unpublished Work
A. Zeinalzadeh, A. Alptekinoglu, and G. Arslan, "Distribution-Free Learning in Inventory Competition", presented at the 4th World Congress of the Game Theory Society, July 22-26, 2012, Istanbul, Turkey. pdf
A. Zeinalzadeh, A. Alptekinoğlu, and G. Arslan, "On Existence of Equilibrium in Inventory Competition with Fixed Order Costs ", submitted, Operations Research Letters, August 5, 2015. pdf |
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Publications |