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Research Area: Machine Learning, Community Systems |
Recent Publications, Projects and News
- Computing Robust Counter-Strategies Johanson, M. ; Zinkevich, M. ; Bowling, M., Neural Information Processing Systems, 2008
- Regret Minimization in Games with Incomplete Information Zinkevich, M. ; Johanson, M. ; Bowling, M. ; Piccione, C., Neural Information Processing Systems, 2008
- Subgradient Methods for Structured Prediction Ratliff, N. ; Bagnell, D. ; Zinkevich, M., Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007
- A New Algorithm for Generating Equilibria in Massive Zero-Sum Games Zinkevich, M. ; Bowling, M. ; Burch, N., Twenty-Second Conference on Artificial Intelligence (AAAI-07), 2007
- A Hierarchy of Prescriptive Goals for Multiagent Learning Zinkevich, M. ; Greenwald, A. ; Littman, M., Artificial Intelligence, 2007
- Maximum Margin Planning Ratliff, N. ; Bagnell, J. ; Zinkevich, M., Twenty-Third International Conference on Machine Learning, 2006
- Online algorithms for market clearing Blum, A. ; Sandholm, T. ; Zinkevich, M., Journal of the ACM, 2006
- ProbMaxn: Opponent Modeling in N-Player Games Sturtevant, N. ; Zinkevich, M. ; Bowling, M., Twenty-First National Conference on Artificial Intelligence (AAAI-06), 2006
- Boosting Expert Ensembles for Rapid Concept Recall Rettinger, A. ; Zinkevich, M. ; Bowling, M., Twenty-First National Conference on Artificial Intelligence (AAAI-06), 2006
- Optimal Unbiased Estimators for Evaluating Agent Performance Zinkevich, M. ; Bowling, M. ; Bard, N. ; Kan, M. ; Billings, D., Twenty-First National Conference on Artificial Intelligence (AAAI-06), 2006
- An Efficient Optimal-Equilibrium Algorithm for Two-Player Game Trees Littman, M. ; Ravi, N. ; Talwar, A. ; Zinkevich, M., Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI-06), 2006
- Cyclic equilibria in markov games Zinkevich, M. ; Greenwald, A. ; Littman, M., Neural Information Processing Systems, 2005
- Preference elicitation and query learning Blum, A. ; Jackson, J. ; Sandholm, T. ; Zinkevich, M., Journal of Machine Learning Research, 2004
- Theoretical guarantees for algorithms in multiagent settings Zinkevich, M., Carnegie Mellon University, 2004
- On polynomial Zinkevich, M. ; Blum, A. ; Sandholm, T., ACM Conference on Electronic Commerce (ACMEC03), 2003
- Online convex programming and generalized infinitesimal gradient ascent Zinkevich, M., Twentieth International Conference on Machine Learning, 2003