Publications by Zinkevich, Martin
In Journal (refereed)
1. | A. Blum, T. Sandholm, M. Zinkevich. "Online Algorithms for Market Clearing". Journal of the ACM, 53(5), pp 845-879, August 2007. |
2. | M. Zinkevich, A. Greenwald, M. Littman. "A Hierarchy of Prescriptive Goals for Multiagent Learning". Artificial Intelligence (AIJ), 171, pp 440-447, May 2007. |
In Conference (refereed)
3. | D. Schuurmans, M. Zinkevich. "Deep Learning Games". Neural Information Processing Systems (NIPS), (ed: D. D. Lee, M. Sugiyama, U. V. Luxburg, I. Guyon, R. Garnett), pp 1678-1686, December 2016. |
4. | M. Johanson, M. Zinkevich, M. Bowling. "Computing Robust Counter-Strategies". Neural Information Processing Systems (NIPS), (ed: J.C. Platt, D. Koller, Y. Singer, S. Roweis), pp 721--728, December 2007. |
5. | M. Zinkevich, M. Johanson, M. Bowling, C. Piccione. "Regret Minimization in Games with Incomplete Information". Neural Information Processing Systems (NIPS), (ed: J.C. Platt, D. Koller, Y. Singer, S. Roweis), pp 1729--1736, December 2007. |
6. | A. Farhangfar, R. Greiner, M. Zinkevich. "A Fast Way to Produce Optimal Fixed-Depth Decision Trees". International Symposium on Artificial Intelligence and Mathematics, November 2007. |
7. | N. Ratliff, J. Bagnell, M. Zinkevich. "Subgradient Methods for Structured Prediction". Artificial Intelligence and Statistics, August 2007. |
8. | M. Zinkevich, M. Bowling, N. Burch. "A New Algorithm for Generating Equilibria in Massive Zero-Sum Games". National Conference on Artificial Intelligence (AAAI), July 2007. |
9. | A. Geramifard, M. Bowling, M. Zinkevich, R. Sutton. "iLSTD: Eligibility Traces and Convergence Analysis". Neural Information Processing Systems (NIPS), pp To appear (8 pages), March 2007. |
10. | M. Littman, N. Ravi, A. Talwar, M. Zinkevich. "An Efficient Optimal-Equilibrium Algorithm for Two-Player Game Trees". Conference on Uncertainty in Artificial Intelligence (UAI), August 2006. |
11. | N. Ratliff, J. Bagnell, M. Zinkevich. "Maximum Margin Planning". International Conference on Machine Learning (ICML), Pittsburgh, August 2006. |
12. | A. Rettinger, M. Zinkevich, M. Bowling. "Boosting expert ensembles for rapid concept recall". National Conference on Artificial Intelligence (AAAI), Boston, Massachusetts, USA, pp 464--469, January 2006. |
13. | M. Zinkevich, M. Bowling, N. Bard, M. Kan, D. Billings. "Optimal unbiased estimators for evaluating agent performance". National Conference on Artificial Intelligence (AAAI), Boston, Massachusetts, USA, pp 573-578, January 2006. |
14. | N. Sturtevant, M. Zinkevich, M. Bowling. "ProbMaxn: Opponent modeling in n-player games". National Conference on Artificial Intelligence (AAAI), Boston, Massachusetts, USA, pp 1057-1063, January 2006. |