Szita, István

8 publications

COLT 2011 Agnostic KWIK Learning and Efficient Approximate Reinforcement Learning István Szita, Csaba Szepesvári

ICML 2010 Model-Based Reinforcement Learning with Nearly Tight Exploration Complexity Bounds Istvan Szita, Csaba Szepesvári

UAI 2009 Exploring Compact Reinforcement-Learning Representations with Linear Regression Thomas J. Walsh, Istvan Szita, Carlos Diuk, Michael L. Littman

ICML 2009 Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs Istvan Szita, András Lörincz

ICML 2008 The Many Faces of Optimism: A Unifying Approach Istvan Szita, András Lörincz

JAIR 2007 Learning to Play Using Low-Complexity Rule-Based Policies: Illustrations Through Ms. Pac-Man Istvan Szita, András Lörincz

NeCo 2004 Kalman Filter Control Embedded into the Reinforcement Learning Framework Istvan Szita, András Lörincz

JMLR 2002 Ε-MDPs: Learning in Varying Environments István Szita, Bálint Takács, András Lörincz