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All publications by Istvan Szita
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Model-based reinforcement learning with nearly tight exploration complexity bounds
Istvan Szita and Csaba Szepesvári
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Optimistic initialization and greediness lead to polynomial time learning in factored MDPs
Istvan Szita and András Lörincz
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


The many faces of optimism: a unifying approach
Istvan Szita and András Lörincz
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


MDPs: Learning in Varying Environments
Istvan Szita, Bálint Takács and András Lörincz
Journal of Machine Learning Research, 2002