István Szita
István Szita
Software engineer at Google
Verified email at google.com
TitleCited byYear
Monte-Carlo Tree Search: A New Framework for Game AI.
G Chaslot, S Bakkes, I Szita, P Spronck
AIIDE, 2008
2712008
Learning Tetris using the noisy cross-entropy method
I Szita, A Lörincz
Neural computation 18 (12), 2936-2941, 2006
1982006
Monte-carlo tree search in settlers of catan
I Szita, G Chaslot, P Spronck
Advances in Computer Games, 21-32, 2009
1092009
Model-based reinforcement learning with nearly tight exploration complexity bounds
I Szita, C Szepesvári
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
922010
Exploring compact reinforcement-learning representations with linear regression
TJ Walsh, I Szita, C Diuk, ML Littman
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
852009
Learning to play using low-complexity rule-based policies: Illustrations through Ms. Pac-Man
I Szita, A Lőrincz
Journal of Artificial Intelligence Research 30, 659-684, 2007
812007
Is current smoking still an important environmental factor in inflammatory bowel diseases? Results from a population-based incident cohort
PL Lakatos, Z Vegh, BD Lovasz, G David, T Pandur, Z Erdelyi, I Szita, ...
Inflammatory bowel diseases 19 (5), 1010-1017, 2013
782013
The many faces of optimism: a unifying approach
I Szita, A Lőrincz
Proceedings of the 25th international conference on Machine learning, 1048-1055, 2008
662008
Evolution of disease phenotype in adult and pediatric onset Crohn’s disease in a population-based cohort
BD Lovasz, L Lakatos, A Horvath, I Szita, T Pandur, M Mandel, Z Vegh, ...
World Journal of Gastroenterology: WJG 19 (14), 2217, 2013
502013
ε-MDPs: Learning in varying environments
I Szita, B Takács, A Lörincz
Journal of Machine Learning Research 3 (Aug), 145-174, 2002
482002
Reinforcement learning with echo state networks
I Szita, V Gyenes, A Lőrincz
International Conference on Artificial Neural Networks, 830-839, 2006
452006
Reinforcement learning in games
I Szita
Reinforcement Learning, 539-577, 2012
352012
Cross-entropy for Monte-Carlo tree search
GMJB Chaslot, MHM Winands, I Szita, HJ van den Herik
Icga Journal 31 (3), 145-156, 2008
312008
Risk of colorectal cancer in Crohn's disease patients with colonic involvement and stenosing disease in a population-based cohort from Hungary.
BD Lovasz, L Lakatos, PA Golovics, G David, T Pandur, Z Erdelyi, ...
Journal of Gastrointestinal & Liver Diseases 22 (3), 2013
262013
Kalman filter control embedded into the reinforcement learning framework
I Szita, A Lőrincz
Neural Computation 16 (3), 491-499, 2004
232004
Association of extraintestinal manifestations and anaemia with disease outcomes in patients with inflammatory bowel disease
Z Vegh, Z Kurti, L Gonczi, PA Golovics, BD Lovasz, I Szita, M Balogh, ...
Scandinavian journal of gastroenterology 51 (7), 848-854, 2016
222016
Effective and diverse adaptive game AI
I Szita, M Ponsen, P Spronck
IEEE Transactions on Computational Intelligence and AI in Games 1 (1), 16-27, 2009
222009
Is early limited surgery associated with a more benign disease course in Crohn’s disease?
PA Golovics, L Lakatos, A Nagy, T Pandur, I Szita, M Balogh, C Molnar, ...
World Journal of Gastroenterology: WJG 19 (43), 7701, 2013
212013
Optimistic initialization and greediness lead to polynomial time learning in factored MDPs
I Szita, A Lőrincz
Proceedings of the 26th annual international conference on machine learning …, 2009
182009
Factored value iteration converges
I Szita, A Lorincz
arXiv preprint arXiv:0801.2069, 2008
182008
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