| Monte-Carlo Tree Search: A New Framework for Game AI. G Chaslot, S Bakkes, I Szita, P Spronck AIIDE, 2008 | 354 | 2008 |
| Learning Tetris using the noisy cross-entropy method I Szita, A Lörincz Neural computation 18 (12), 2936-2941, 2006 | 244 | 2006 |
| Model-based reinforcement learning with nearly tight exploration complexity bounds I Szita, C Szepesvári ICML, 2010 | 121 | 2010 |
| Monte-carlo tree search in settlers of catan I Szita, G Chaslot, P Spronck Advances in Computer Games, 21-32, 2009 | 119 | 2009 |
| Exploring compact reinforcement-learning representations with linear regression TJ Walsh, I Szita, C Diuk, ML Littman arXiv preprint arXiv:1205.2606, 2012 | 99 | 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 | 97 | 2013 |
| 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 | 86 | 2007 |
| The many faces of optimism: a unifying approach I Szita, A Lőrincz Proceedings of the 25th international conference on Machine learning, 1048-1055, 2008 | 77 | 2008 |
| 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 | 58 | 2013 |
| ε-MDPs: Learning in varying environments I Szita, B Takács, A Lörincz Journal of Machine Learning Research 3 (Aug), 145-174, 2002 | 56 | 2002 |
| Reinforcement learning with echo state networks I Szita, V Gyenes, A Lőrincz International Conference on Artificial Neural Networks, 830-839, 2006 | 50 | 2006 |
| Reinforcement learning in games I Szita Reinforcement learning, 539-577, 2012 | 48 | 2012 |
| 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 | 34 | 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 | 34 | 2013 |
| 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 | 31 | 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 | 31 | 2008 |
| 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 | 24 | 2009 |
| 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 | 24 | 2009 |
| Kalman filter control embedded into the reinforcement learning framework I Szita, A Lőrincz Neural Computation 16 (3), 491-499, 2004 | 24 | 2004 |
| 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 | 23 | 2015 |
