| 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 | 426 | 2008 |
| Learning Tetris using the noisy cross-entropy method I Szita, A Lörincz Neural computation 18 (12), 2936-2941, 2006 | 284 | 2006 |
| Monte-carlo tree search in settlers of catan I Szita, G Chaslot, P Spronck Advances in Computer Games, 21-32, 2009 | 138 | 2009 |
| Model-based reinforcement learning with nearly tight exploration complexity bounds I Szita, C Szepesvári ICML, 2010 | 136 | 2010 |
| Exploring compact reinforcement-learning representations with linear regression TJ Walsh, I Szita, C Diuk, ML Littman arXiv preprint arXiv:1205.2606, 2012 | 119 | 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 | 117 | 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 | 93 | 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 | 91 | 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 | 71 | 2013 |
| Reinforcement learning with echo state networks I Szita, V Gyenes, A Lőrincz International Conference on Artificial Neural Networks, 830-839, 2006 | 64 | 2006 |
| Reinforcement learning in games I Szita Reinforcement Learning, 539-577, 2012 | 60 | 2012 |
| ε--MDPs: Learning in Varying Environments. I Szita, B Takács, A Lorincz Journal of Machine Learning Research 3 (1), 2003 | 56 | 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 | 41 | 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 | 41 | 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 | 41 | 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 | 40 | 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 | 32 | 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 | 30 | 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 | 29 | 2009 |
| Kalman filter control embedded into the reinforcement learning framework I Szita, A Lőrincz Neural Computation 16 (3), 491-499, 2004 | 27 | 2004 |
