István Szita
István Szita
Software engineer at Google
Verified email at
Cited by
Cited by
Monte-carlo tree search: A new framework for game ai
G Chaslot, S Bakkes, I Szita, P Spronck
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2008
Learning Tetris using the noisy cross-entropy method
I Szita, A Lörincz
Neural computation 18 (12), 2936-2941, 2006
Monte-carlo tree search in settlers of catan
I Szita, G Chaslot, P Spronck
Advances in Computer Games, 21-32, 2009
Model-based reinforcement learning with nearly tight exploration complexity bounds
I Szita, C Szepesvári
ICML, 2010
Exploring compact reinforcement-learning representations with linear regression
TJ Walsh, I Szita, C Diuk, ML Littman
arXiv preprint arXiv:1205.2606, 2012
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
The many faces of optimism: a unifying approach
I Szita, A Lőrincz
Proceedings of the 25th international conference on Machine learning, 1048-1055, 2008
Learning to play using low-complexity rule-based policies: Illustrations through Ms. Pac-Man
I Szita, A Lorincz
Journal of Artificial Intelligence Research 30, 659-684, 2007
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
Reinforcement learning with echo state networks
I Szita, V Gyenes, A Lőrincz
International Conference on Artificial Neural Networks, 830-839, 2006
Reinforcement learning in games
I Szita
Reinforcement Learning, 539-577, 2012
ε--MDPs: Learning in Varying Environments.
I Szita, B Takács, A Lorincz
Journal of Machine Learning Research 3 (1), 2003
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
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
Cross-entropy for Monte-Carlo tree search
GMJB Chaslot, MHM Winands, I Szita, HJ van den Herik
Icga Journal 31 (3), 145-156, 2008
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
Prevalence and predictors of hospitalization in Crohn’s disease in a prospective population-based inception cohort from 2000-2012
PA Golovics, L Lakatos, MD Mandel, BD Lovasz, Z Vegh, Z Kurti, I Szita, ...
World Journal of Gastroenterology: WJG 21 (23), 7272, 2015
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
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
Kalman filter control embedded into the reinforcement learning framework
I Szita, A Lőrincz
Neural Computation 16 (3), 491-499, 2004
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