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EU Centre of ExcellenceISO 9001

ERCIMW3C MemberFraunhofer Project Center

Levente Kocsis, Ph.D., senior research fellow
Levente Kocsis
Address: 1111 Budapest, Lágymányosi u. 11.
Mail address: 1111 Budapest, Lágymányosi u. 11
Room number: L 104
Phone: +36 1 279 6287
E-mail: kocsis.leventeEZT_TOROLJE_KI@EZT_TOROLJE_KIsztaki.mta.hu
Department: Informatics Laboratory

Publications

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2013.

BoostingTree: parallel selection of weak learners in boosting, with application to ranking
Authors: Kocsis, Levente; György, A; Nándoriné Bán, Andrea
Date: 2013.
Published by: MACHINE LEARNING (Volume no.: 93, Issue no.: 2-3, Page: 293-320)

2012.

The grand challenge of computer go: Monte Carlo tree search and extensions
Authors: Gelly, S; Kocsis, Levente; Schoenauer, M; Sebag, M; Silver, D; Szepesvári, C; Teytaud, O
Date: 2012.
Published by: COMMUNICATIONS OF THE ACM (Volume no.: 55, Issue no.: 3, Page: 106-113)
The grand challenge of computer Go: Monte Carlo Tree Search and Extensions
Authors: Gelly, Sylvain; Kocsis, Levente; Schoenauer, Marc; Sebag, Michèle; Silver, David; Szepesvári, Csaba; Teytaud, Olivier
Date: 2012. 03.
Published by: Communications of the ACM (Volume no.: 55, Issue no.: 3, Page: 106)

2011.

Efficient multi-start strategies for local search algorithms
Authors: György, András; Kocsis, Levente
Date: 2011.
Published by: Journal of Artificial Intelligence Research (Volume no.: 41, Page: 407-444)
Efficient Multi-Start Strategies for Local Search Algorithms
Authors: György, András; Kocsis, Levente
Date: 2011. 07.
Published by: Journal of Artificial Intelligence Research (Volume no.: 41, Page: 407-444)

2010.

Fraud detection by generating positive samples for classification from unlabeled data
Authors: Kocsis, Levente; György, András
Date: 2010.
Published by: ICML 2010. Proceedings of the 27th international conference on machine learning. Workshop on machine learning and games. Haifa, 2010. (Page: 1-6)

2008.

Transpositions and move groups in Monte Carlo tree search
Authors: Childs, Benjamin E.; Brodeur, James H.; Kocsis, Levente
Date: 2008.
Published by: CIG 2008. IEEE symposium on computational intelligence and games. Pert, 2008. (Page: 389-395)

2007.

Continuous time associative bandit problems
Authors: György, András; Kocsis, Levente; Szabó, Ivett; Szepesvári, Csaba
Date: 2007.
Published by: ICJAI 2007. 20th international joint conference on artificial intelligence. Hyderabad, 2007. (Page: 830-835)

2006.

Universal parameter Optimisation in games based on SPSA
Authors: Kocsis, Levente; Szepesvári, Csaba
Date: 2006.
Published by: Machine Learning (Volume no.: 63, Issue no.: 3, Page: 249-286)
RSPSA: enhanced parameter optimisation in games
Authors: Kocsis, Levente; Szepesvári, Csaba; Winands, MHM
Date: 2006.
Published by: Lecture Notes in Computer Science (Volume no.: 4250, Page: 39-56)
Bandit based Monte-Carlo planning
Authors: Kocsis, Levente; Szepesvári, Csaba
Date: 2006.
Published by: Lecture Notes in Artificial Intelligence (Volume no.: 4212, Page: 282-293)

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