Search results for "Istvan Szita"

Hits ?▲	Authors	Title	Venue	Year	Link
1	István Szita, Csaba Szepesvári	Agnostic KWIK learning and efficient approximate reinforcement learning.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Istvan Szita, Csaba Szepesvári	Model-based reinforcement learning with nearly tight exploration complexity bounds.	ICML	2010	DBLP BibTeX RDF
1	Istvan Szita, Marc J. V. Ponsen, Pieter Spronck	Effective and Diverse Adaptive Game AI.	IEEE Trans. Comput. Intellig. and AI in Games	2009	DBLP DOI BibTeX RDF
1	Istvan Szita, András Lörincz	Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs - Extended Version	CoRR	2009	DBLP BibTeX RDF
1	Istvan Szita, Guillaume Chaslot, Pieter Spronck	Monte-Carlo Tree Search in Settlers of Catan.	ACG	2009	DBLP DOI BibTeX RDF
1	Istvan Szita, András Lörincz	Optimistic initialization and greediness lead to polynomial time learning in factored MDPs.	ICML	2009	DBLP DOI BibTeX RDF
1	Thomas J. Walsh, Istvan Szita, Carlos Diuk, Michael L. Littman	Exploring compact reinforcement-learning representations with linear regression.	UAI	2009	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Factored Value Iteration Converges.	Acta Cybern.	2008	DBLP BibTeX RDF
1	Guillaume Chaslot, Mark H. M. Winands, Istvan Szita, H. Jaap van den Herik	Cross-Entropy for Monte-Carlo Tree Search.	ICGA Journal	2008	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	The many faces of optimism - Extended version	CoRR	2008	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Factored Value Iteration Converges	CoRR	2008	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Online variants of the cross-entropy method	CoRR	2008	DBLP BibTeX RDF
1	Guillaume Chaslot, Sander Bakkes, Istvan Szita, Pieter Spronck	Monte-Carlo Tree Search: A New Framework for Game AI.	AIIDE	2008	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	The many faces of optimism: a unifying approach.	ICML	2008	DBLP DOI BibTeX RDF
1	Istvan Szita, András Lörincz	Learning to Play Using Low-Complexity Rule-Based Policies: Illustrations through Ms. Pac-Man.	J. Artif. Intell. Res. (JAIR)	2007	DBLP DOI BibTeX RDF
1	Istvan Szita, András Lörincz	Low-complexity modular policies: learning to play Pac-Man and a new framework beyond MDPs	CoRR	2006	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Learning Tetris Using the Noisy Cross-Entropy Method.	Neural Computation	2006	DBLP DOI BibTeX RDF
1	Istvan Szita, Viktor Gyenes, András Lörincz	Reinforcement Learning with Echo State Networks.	ICANN	2006	DBLP DOI BibTeX RDF
1	Istvan Szita, András Lörincz	Applying Policy Iteration for Training Recurrent Neural Networks	CoRR	2004	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Kalman Filter Control Embedded into the Reinforcement Learning Framework.	Neural Computation	2004	DBLP DOI BibTeX RDF
1	András Lörincz, Imre Pólik, Istvan Szita	Event-learning and robust policy heuristics.	Cognitive Systems Research	2003	DBLP DOI BibTeX RDF
1	Bálint Takács, Istvan Szita, András Lörincz	Temporal plannability by variance of the episode length	CoRR	2003	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Reinforcement Learning with Linear Function Approximation and LQ control Converges	CoRR	2003	DBLP BibTeX RDF
1	Istvan Szita, András Lörincz	Kalman filter control in the reinforcement learning framework	CoRR	2003	DBLP BibTeX RDF
1	Istvan Szita, Bálint Takács, András Lörincz	MDPs: Learning in Varying Environments.	Journal of Machine Learning Research	2002	DBLP BibTeX RDF
1	Istvan Szita, Bálint Takács, András Lörincz	Searching for Plannable Domains can Speed up Reinforcement Learning	CoRR	2002	DBLP BibTeX RDF
1	Istvan Szita, Bálint Takács, András Lörincz	Reinforcement Learning Integrated with a Non-Markovian Controller.	ECAI	2002	DBLP BibTeX RDF

Publications of "Istvan Szita" ( http://dblp.L3S.de/Authors/Istvan_Szita )