István+Szita

a Hungarian computer scientist with a Ph.D. from Neural Information Processing Group at [|Eötvös Loránd University], and postdoc in artificial intelligence at Maastricht University and the RL3 group of [|Rutgers University]. His research interests include reinforcement learning, games, and [|recurrent neural nets]. || toc =Selected Publications=
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 * [[image:IstvanSzita.jpg link="http://www.facebook.com/szityu"]] ||~ || **István Szita**,
 * István Szita ||~ ||^ ||

2006 ...

 * István Szita, [|András Lőrincz] (**2006**). //Learning Tetris Using the Noisy Cross-Entropy Method//. Neural Computation 18, [|pdf]
 * István Szita (**2007**). //Rewarding Excursions: Extending Reinforcement Learning to Complex Domains//. Ph.D. thesis, supervisor [|András Lőrincz], [|Eötvös Loránd University], [|pdf]
 * Guillaume Chaslot, Sander Bakkes, István Szita, Pieter Spronck (**2008**). //Monte-Carlo Tree Search: A New Framework for Game AI//. [|pdf]
 * Guillaume Chaslot, Mark Winands, István Szita, Jaap van den Herik. (**2008**). //Cross-entropy for Monte-Carlo Tree Search//. ICGA Journal, Vol. 31, No. 3, [|pdf]
 * István Szita, Marc Ponsen, Pieter Spronck (**2008**). //Keeping Adaptive Game AI interesting//. [|CGames 2008], [|pdf draft], [|pdf]
 * István Szita, [|András Lőrincz] (**2008**). //The Many Faces of Optimism: a Unifying Approach//. [|ICML 2008], [|pdf]
 * István Szita, Guillaume Chaslot, Pieter Spronck (**2009**). //Monte-Carlo Tree Search in Settlers of Catan//. Advances in Computer Games 12, [|pdf]

2010 ...

 * István Szita, Csaba Szepesvári (**2010**). //Model-based reinforcement learning with nearly tight exploration complexity bounds//. [|ICML 2010]
 * István Szita, Csaba Szepesvári (**2011**). //Agnostic KWIK learning and efficient approximate reinforcement learning//. [|Journal of Machine Learning Research - Proceedings Track 19]
 * István Szita (**2012**). //[|Reinforcement Learning in Games]//. in Marco Wiering, [|Martijn Van Otterlo] (**2012**). //[|Reinforcement learning: State-of-the-art]//. [|Adaptation, Learning, and Optimization, Vol. 12], [|Springer]

=External Links=
 * [|István Szita - Research Projects]
 * [|Istvan Szita | Facebook]
 * [|Istvan Szita - Eötvös Loránd University - videolectures.net]

=References= =What links here?= include page="István Szita" component="backlinks" limit="40"
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