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Created page with "'''Home * People * Olivier Teytaud''' border|right|thumb|Olivier Teytaud <ref>Image from Biography in [[Chang-Shing Lee, Mei-Hui Wang..."
'''[[Main Page|Home]] * [[People]] * Olivier Teytaud'''
[[FILE:Teytaud.JPG|border|right|thumb|Olivier Teytaud <ref>Image from Biography in [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Shang-Rong Tsai]], [[Shun-Chin Hsu]], [[Tzung-Pei Hong]] ('''2009'''). ''[http://hal.inria.fr/inria-00369786/ The Computational Intelligence of MoGo Revealed in Taiwan's Computer Go Tournaments]''. [https://hal.inria.fr/file/index/docid/369786/filename/TCIAIG-2008-0010_Accepted_.pdf pdf]</ref> ]]
'''Olivier Teytaud''',<br/>
a French computer scientist and researcher in TAO <ref>[http://tao.lri.fr/tiki-index.php TikiWiki : Welcome to TAO Web site]</ref> , [https://en.wikipedia.org/wiki/National_Institute_for_Research_in_Computer_Science_and_Control INRIA] [https://en.wikipedia.org/wiki/Saclay Saclay]-[https://en.wikipedia.org/wiki/%C3%8Ele-de-France_%28region%29 IDF], [https://en.wikipedia.org/wiki/French_National_Centre_for_Scientific_Research CNRS], [http://fr.wikipedia.org/wiki/Laboratoire_de_recherche_en_informatique Laboratoire de Recherche en Informatique (LRI)], [[University of Paris#11|Paris-Sud University]]. His research covers [[Planning|planning]], [[Learning|machine learning]], [[Dynamic Programming|dynamic]] and [[Genetic Programming|genetic programming]], optimization, and [https://en.wikipedia.org/wiki/Operations_research operational research]. Olivier Teytaud is co-author of the [[Havannah]] programs [https://www.game-ai-forum.org/icga-tournaments/program.php?id=600 Shakti] and [https://www.game-ai-forum.org/icga-tournaments/program.php?id=626 Shakty], and co-author of the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=515 Mogo], using [[Monte-Carlo Tree Search]] which uses patterns in the simulations and improvements in [[UCT]] <ref>[http://www.lri.fr/~teytaud/mogo.html MoGo: a software for the Game of Go]</ref>.
=Selected Publications=
<ref>[http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/t/Teytaud:Olivier.html dblp: Olivier Teytaud]</ref>
==2006 ...==
* [[Sylvain Gelly]], [[Olivier Teytaud]], [[Nicolas Bredèche]], [[Marc Schoenauer]] ('''2006'''). ''Universal Consistency and Bloat in GP. Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint.'' [http://www.lri.fr/%7Egelly/paper/riabloat.pdf pdf (draft)]
* [[Sylvain Gelly]], [[Olivier Teytaud]] ('''2006'''). ''Bayesian networks : a better than frequentist approach for parametrization, and a more accurate structural complexity measure than the number of parameters''. [http://www.lri.fr/%7Egelly/paper/BN_RIA.pdf pdf (draft)]
* [[Sylvain Gelly]], [[Jérémie Mary]], [[Olivier Teytaud]] ('''2006'''). ''Learning for stochastic dynamic programming''. [http://www.lri.fr/%7Egelly/paper/lfordp.pdf pdf]
* [[Sylvain Gelly]], [[Jérémie Mary]], [[Olivier Teytaud]] ('''2006'''). ''On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy.'' PPSN, 2006, [http://www.grappa.univ-lille3.fr/~mary/paper/ppsn06.pdf pdf]
* [[Olivier Teytaud]], [[Sylvain Gelly]] ('''2006'''). ''General lower bounds for evolutionary algorithms.'' [http://www.lri.fr/%7Egelly/paper/lblong.pdf pdf]
* [[Sylvain Gelly]], [[Yizao Wang]], [[Rémi Munos]], [[Olivier Teytaud]] ('''2006'''). ''Modification of UCT with Patterns in Monte-Carlo Go''. [http://hal.inria.fr/inria-00117266 INRIA]
'''2007'''
* [[Sylvain Gelly]], [[Olivier Teytaud]], [[Jérémie Mary]] ('''2007'''). ''Active learning in regression, with application to stochastic dynamic programming''. ICINCO and CAP, 2007, [http://www.grappa.univ-lille3.fr/~mary/paper/ldsfordp.pdf pdf]
'''2008'''
* [[Sylvain Gelly]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [http://fr.linkedin.com/pub/yann-kalemkarian/7/7aa/716 Yann Kalemkarian] ('''2008'''). ''The Parallelization of Monte-Carlo Planning - Parallelization of MC-Planning''. ICINCO-ICSO 2008: 244-249, [http://hal.archives-ouvertes.fr/docs/00/28/78/67/PDF/icin08.pdf pdf], [http://www.lri.fr/~teytaud/UCTpara.pdf slides as pdf]
* [[Guillaume Chaslot]], [[Louis Chatriot]], [[Christophe Fiter]], [[Sylvain Gelly]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Arpad Rimmel]], [[Olivier Teytaud]] ('''2008'''). ''Combining expert, offline, transient and online knowledge in Monte-Carlo exploration''. [http://www.lri.fr/~teytaud/eg.pdf pdf]
* [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Shang-Rong Tsai]], [[Shun-Chin Hsu]] ('''2008'''). ''Human-Computer Go Revolution 2008''. [[ICGA Journal#31_3|ICGA Journal, Vol. 31, No. 3]]
'''2009'''
* [[Nur Merve Amil]], [[Nicolas Bredèche]], [[Christian Gagné]], [[Sylvain Gelly]], [[Marc Schoenauer]], [[Olivier Teytaud]] ('''2009'''). ''A Statistical Learning Perspective of Genetic Programming''. EuroGP 2009, [http://hal.inria.fr/docs/00/36/97/82/PDF/eurogp.pdf pdf]
* [[Guillaume Chaslot]], [[Christophe Fiter]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]] ('''2009'''). ''Adding Expert Knowledge and Exploration in Monte-Carlo Tree Search''. [[Advances in Computer Games 12]], [http://www.personeel.unimaas.nl/g-chaslot/papers/acg09.pdf pdf]
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2009'''). ''Creating an Upper-Confidence-Tree program for Havannah''. [[Advances in Computer Games 12]], [http://hal.inria.fr/docs/00/38/05/39/PDF/hav.pdf pdf]
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Shang-Rong Tsai]], [[Shun-Chin Hsu]], [[Tzung-Pei Hong]] ('''2009'''). ''[http://hal.inria.fr/inria-00369786/ The Computational Intelligence of MoGo Revealed in Taiwan's Computer Go Tournaments]''. [https://hal.inria.fr/file/index/docid/369786/filename/TCIAIG-2008-0010_Accepted_.pdf pdf]
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Tzung-Pei Hong]], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Yau-Hwang Kuo]] ('''2009'''). ''A Novel Ontology for Computer Go Knowledge Management''. IEEE FUZZ (2009), [http://hal.inria.fr/docs/00/38/64/76/PDF/fuzz.pdf pdf]
* [http://gobase.org/information/players/?pp=Pierre%20Audouard Pierre Audouard], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Julien Pérez]], [[Olivier Teytaud]] ('''2009'''). ''Grid co-evolution for adaptive simulations; application to the building of opening books in the game of Go''. [http://www.lri.fr/~rimmel/publi/ouvertures.pdf pdf]
* [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Mark Winands]] ('''2009'''). ''Meta Monte-Carlo Tree Search for Automatic Opening Book Generation''. [http://www.personeel.unimaas.nl/m-winands/documents/ouvertures9x9.pdf pdf]
* [[Vincent Berthier]], [[Amine Bourki]], [[Matthieu Coulm]], [[Guillaume Chaslot]], [[Christophe Fiter]], [[Sylvain Gelly]], [[Jean-Baptiste Hoock]], [[Rémi Munos]], [[Julien Pérez]], [[Arpad Rimmel]], [[Philippe Rolet]], [[Olivier Teytaud]], [[Paul Vayssière]], [[Yizao Wang]], [[Ziqin Yu]] (et al.) ('''2009'''). ''Computer-Go is not only for Go''. Korea, August 2009 [http://www.lri.fr/~teytaud/korea.pdf slides as pdf]
==2010 ...==
* [[Jean-Baptiste Hoock]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00452887/en/ Bandit-Based Genetic Programming]''. 13th European Conference on Genetic Programming (2010), [http://hal.inria.fr/docs/00/45/28/87/PDF/pattern.pdf pdf]
* [[Amine Bourki]], [[Guillaume Chaslot]], [[Matthieu Coulm]], [[Vincent Danjean]], [[Hassen Doghmen]], [[Thomas Hérault]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Paul Vayssière]], [[Ziqin Yu]] ('''2010'''). ''[http://hal.inria.fr/inria-00512854/en/ Scalability and Parallelization of Monte-Carlo Tree Search]''. [[CG 2010]], [http://hal.inria.fr/docs/00/51/28/54/PDF/newcluster.pdf pdf]
* [[Arpad Rimmel]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00485555/en/ Biasing Monte-Carlo Simulations through RAVE Values]''. [[CG 2010]], [http://hal.inria.fr/docs/00/48/55/55/PDF/poolrave.pdf pdf]
* [[Romaric Gaudel]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Nataliya Sokolovska]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00484043/en/ A Principled Method for Exploiting Opening Books]''. [[CG 2010]], [http://hal.inria.fr/docs/00/48/40/43/PDF/exploitingOB.pdf pdf]
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00495078/en/ On the Huge Benefit of Decisive Moves in Monte-Carlo Tree Search Algorithms]''. [http://hal.inria.fr/docs/00/49/50/78/PDF/cig2010.pdf pdf]
* [[Amine Bourki]], [[Matthieu Coulm]], [[Philippe Rolet]], [[Olivier Teytaud]], [[Paul Vayssière]] ('''2010'''). ''[http://hal.inria.fr/inria-00467796/en/ Parameter Tuning by Simple Regret Algorithms and Multiple Simultaneous Hypothesis Testing]''. [http://hal.inria.fr/docs/00/46/77/96/PDF/tosubmit.pdf pdf]
* [[Vincent Berthier]], [[Hassen Doghmen]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00437146/en/ Consistency Modifications for Automatically Tuned Monte-Carlo Tree Search]''. [http://hal.inria.fr/docs/00/43/71/46/PDF/consistency.pdf pdf]
* [[Arpad Rimmel]], [[Olivier Teytaud]], [[Chang-Shing Lee]], [[Shi-Jim Yen]], [[Mei-Hui Wang]], [[Shang-Rong Tsai]] ('''2010'''). ''Current Frontiers in Computer Go''. [http://www.informatik.uni-trier.de/~ley/db/journals/tciaig/tciaig2.html#RimmelTLYWT10 IEEE Transactions on Computational Intelligence and AI in Games, Vol. 2]
'''2011'''
* [[Rémi Coulom]], [[Philippe Rolet]], [[Nataliya Sokolovska]], [[Olivier Teytaud]] ('''2011'''). ''[http://hal.archives-ouvertes.fr/hal-00517157/en/ Handling Expensive Optimization with Large Noise]''. [http://hal.archives-ouvertes.fr/docs/00/51/71/57/PDF/foga10noise.pdf pdf]
* [[Cheng-Wei Chou]], [[Olivier Teytaud]], [[Shi-Jim Yen]] ('''2011'''). ''Revisiting Monte-Carlo Tree Search on a Normal Form Game: NoGo''. [http://www.informatik.uni-trier.de/~ley/db/conf/evoW/evoappl2011-1.html#ChouTY11 EvoApplications 2011] <ref>[https://www.game-ai-forum.org/icga-tournaments/game.php?id=47 NoGo (ICGA Tournaments)]</ref>
* [[Cheng-Wei Chou]], [[Ping-Chiang Chou]], [[Hassen Doghmen]], [[Chang-Shing Lee]], [[Tsan-Cheng Su]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Hui-Ming Wang]], [[Mei-Hui Wang]], [[Li-Wen Wu]], [[Shi-Jim Yen]] ('''2011'''). ''[http://link.springer.com/chapter/10.1007/978-3-642-31866-5_8 Towards a Solution of 7x7 Go with Meta-MCTS]''. [[Advances in Computer Games 13]]
* [[David L. St-Pierre]], [[Quentin Louveaux]], [[Olivier Teytaud]] ('''2011'''). ''[http://link.springer.com/chapter/10.1007/978-3-642-31866-5_25 Online Sparse Bandit for Card Games]''. [[Advances in Computer Games 13]]
'''2012'''
* [[Sylvain Gelly]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Levente Kocsis]], [[David Silver]], [[Csaba Szepesvári]] ('''2012'''). ''[http://dl.acm.org/citation.cfm?id=2093548.2093574 The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions]''. [[ACM#Communications|Communications of the ACM]], Vol. 55, No. 3, [http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Applications_files/grand-challenge.pdf pdf preprint]
* [[Adrien Couetoux]], [[Olivier Teytaud]], [[Hassen Doghmen]] ('''2012'''). ''Learning a Move-Generator for Upper Confidence Trees''. [http://ics2012.ndhu.edu.tw/ ICS 2012], [https://en.wikipedia.org/wiki/Hualien_City Hualien], [https://en.wikipedia.org/wiki/Taiwan Taiwan], December 2012
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Olivier Teytaud]], [[Shi-Jim Yen]] ('''2012'''). ''Human vs. Machine Go Competitions in IEEE WCCI 2012''. [[ICGA Journal#35_4|ICGA Journal, Vol. 35, No. 4]]
* [[Ping-Chiang Chou]], [[Shi-Jim Yen]], [[Cheng-Wei Chou]], [[Ching-Nung Lin]], [[Chang-Shing Lee]], [[Olivier Teytaud]], [[Hassen Doghmen]] ('''2012'''). ''[https://hal.inria.fr/hal-00766190 A simple Tsumego Generator]''. [[Conferences#GPW17|GPW 2012]]
'''2013'''
* [[Cheng-Wei Chou]], [[Ping-Chiang Chou]], [[Chang-Shing Lee]], [[David L. Saint-Pierre]], [[Olivier Teytaud]], [[Mei-Hui Wang]], [[Li-Wen Wu]], [[Shi-Jim Yen]] ('''2013'''). ''Strategic Choices: Small Budgets and Simple Regret''. [[TAAI|TAAI 2012]], [http://www.csie.ndhu.edu.tw/csieweb/en/node/685 Excellent Paper Award], [https://hal.inria.fr/hal-00753145v2/document pdf]
==2015 ...==
* [[Olivier Teytaud]], [[Abdallah Saffidine]], [[Shi-Jim Yen]] ('''2015'''). ''The complexities of Go''. [[Advances in Computer Games 14]]
* [[Jialin Liu]], [[Olivier Teytaud]], [[Tristan Cazenave]] ('''2016'''). ''Fast seed-learning algorithms for games''. [[CG 2016]]
=External Links=
* [http://www.lri.fr/%7Eteytaud/ Olivier Teytaud's home page]
* [http://www.lri.fr/~teytaud/cv/cv.html O.Teytaud Research Homepage - CR2 Tao(Inria) - Lri(Univ. Paris-Sud, Umr Cnrs-8623)]
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=633 Olivier Teytaud's ICGA Tournaments]
* [http://www.computer-go.info/db/operson.php?a=Teytaud%2C+Olivier Teytaud, Olivier] from [http://www.computer-go.info/ computer-go.info]
* [http://videolectures.net/olivier_teytaud/ Olivier Teytaud - INRIA - The French National Institute for Research in Computer Science and Control - VideoLectures]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:Teytaud.JPG|border|right|thumb|Olivier Teytaud <ref>Image from Biography in [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Shang-Rong Tsai]], [[Shun-Chin Hsu]], [[Tzung-Pei Hong]] ('''2009'''). ''[http://hal.inria.fr/inria-00369786/ The Computational Intelligence of MoGo Revealed in Taiwan's Computer Go Tournaments]''. [https://hal.inria.fr/file/index/docid/369786/filename/TCIAIG-2008-0010_Accepted_.pdf pdf]</ref> ]]
'''Olivier Teytaud''',<br/>
a French computer scientist and researcher in TAO <ref>[http://tao.lri.fr/tiki-index.php TikiWiki : Welcome to TAO Web site]</ref> , [https://en.wikipedia.org/wiki/National_Institute_for_Research_in_Computer_Science_and_Control INRIA] [https://en.wikipedia.org/wiki/Saclay Saclay]-[https://en.wikipedia.org/wiki/%C3%8Ele-de-France_%28region%29 IDF], [https://en.wikipedia.org/wiki/French_National_Centre_for_Scientific_Research CNRS], [http://fr.wikipedia.org/wiki/Laboratoire_de_recherche_en_informatique Laboratoire de Recherche en Informatique (LRI)], [[University of Paris#11|Paris-Sud University]]. His research covers [[Planning|planning]], [[Learning|machine learning]], [[Dynamic Programming|dynamic]] and [[Genetic Programming|genetic programming]], optimization, and [https://en.wikipedia.org/wiki/Operations_research operational research]. Olivier Teytaud is co-author of the [[Havannah]] programs [https://www.game-ai-forum.org/icga-tournaments/program.php?id=600 Shakti] and [https://www.game-ai-forum.org/icga-tournaments/program.php?id=626 Shakty], and co-author of the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=515 Mogo], using [[Monte-Carlo Tree Search]] which uses patterns in the simulations and improvements in [[UCT]] <ref>[http://www.lri.fr/~teytaud/mogo.html MoGo: a software for the Game of Go]</ref>.
=Selected Publications=
<ref>[http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/t/Teytaud:Olivier.html dblp: Olivier Teytaud]</ref>
==2006 ...==
* [[Sylvain Gelly]], [[Olivier Teytaud]], [[Nicolas Bredèche]], [[Marc Schoenauer]] ('''2006'''). ''Universal Consistency and Bloat in GP. Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint.'' [http://www.lri.fr/%7Egelly/paper/riabloat.pdf pdf (draft)]
* [[Sylvain Gelly]], [[Olivier Teytaud]] ('''2006'''). ''Bayesian networks : a better than frequentist approach for parametrization, and a more accurate structural complexity measure than the number of parameters''. [http://www.lri.fr/%7Egelly/paper/BN_RIA.pdf pdf (draft)]
* [[Sylvain Gelly]], [[Jérémie Mary]], [[Olivier Teytaud]] ('''2006'''). ''Learning for stochastic dynamic programming''. [http://www.lri.fr/%7Egelly/paper/lfordp.pdf pdf]
* [[Sylvain Gelly]], [[Jérémie Mary]], [[Olivier Teytaud]] ('''2006'''). ''On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy.'' PPSN, 2006, [http://www.grappa.univ-lille3.fr/~mary/paper/ppsn06.pdf pdf]
* [[Olivier Teytaud]], [[Sylvain Gelly]] ('''2006'''). ''General lower bounds for evolutionary algorithms.'' [http://www.lri.fr/%7Egelly/paper/lblong.pdf pdf]
* [[Sylvain Gelly]], [[Yizao Wang]], [[Rémi Munos]], [[Olivier Teytaud]] ('''2006'''). ''Modification of UCT with Patterns in Monte-Carlo Go''. [http://hal.inria.fr/inria-00117266 INRIA]
'''2007'''
* [[Sylvain Gelly]], [[Olivier Teytaud]], [[Jérémie Mary]] ('''2007'''). ''Active learning in regression, with application to stochastic dynamic programming''. ICINCO and CAP, 2007, [http://www.grappa.univ-lille3.fr/~mary/paper/ldsfordp.pdf pdf]
'''2008'''
* [[Sylvain Gelly]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [http://fr.linkedin.com/pub/yann-kalemkarian/7/7aa/716 Yann Kalemkarian] ('''2008'''). ''The Parallelization of Monte-Carlo Planning - Parallelization of MC-Planning''. ICINCO-ICSO 2008: 244-249, [http://hal.archives-ouvertes.fr/docs/00/28/78/67/PDF/icin08.pdf pdf], [http://www.lri.fr/~teytaud/UCTpara.pdf slides as pdf]
* [[Guillaume Chaslot]], [[Louis Chatriot]], [[Christophe Fiter]], [[Sylvain Gelly]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Arpad Rimmel]], [[Olivier Teytaud]] ('''2008'''). ''Combining expert, offline, transient and online knowledge in Monte-Carlo exploration''. [http://www.lri.fr/~teytaud/eg.pdf pdf]
* [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Shang-Rong Tsai]], [[Shun-Chin Hsu]] ('''2008'''). ''Human-Computer Go Revolution 2008''. [[ICGA Journal#31_3|ICGA Journal, Vol. 31, No. 3]]
'''2009'''
* [[Nur Merve Amil]], [[Nicolas Bredèche]], [[Christian Gagné]], [[Sylvain Gelly]], [[Marc Schoenauer]], [[Olivier Teytaud]] ('''2009'''). ''A Statistical Learning Perspective of Genetic Programming''. EuroGP 2009, [http://hal.inria.fr/docs/00/36/97/82/PDF/eurogp.pdf pdf]
* [[Guillaume Chaslot]], [[Christophe Fiter]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]] ('''2009'''). ''Adding Expert Knowledge and Exploration in Monte-Carlo Tree Search''. [[Advances in Computer Games 12]], [http://www.personeel.unimaas.nl/g-chaslot/papers/acg09.pdf pdf]
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2009'''). ''Creating an Upper-Confidence-Tree program for Havannah''. [[Advances in Computer Games 12]], [http://hal.inria.fr/docs/00/38/05/39/PDF/hav.pdf pdf]
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Shang-Rong Tsai]], [[Shun-Chin Hsu]], [[Tzung-Pei Hong]] ('''2009'''). ''[http://hal.inria.fr/inria-00369786/ The Computational Intelligence of MoGo Revealed in Taiwan's Computer Go Tournaments]''. [https://hal.inria.fr/file/index/docid/369786/filename/TCIAIG-2008-0010_Accepted_.pdf pdf]
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Tzung-Pei Hong]], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Yau-Hwang Kuo]] ('''2009'''). ''A Novel Ontology for Computer Go Knowledge Management''. IEEE FUZZ (2009), [http://hal.inria.fr/docs/00/38/64/76/PDF/fuzz.pdf pdf]
* [http://gobase.org/information/players/?pp=Pierre%20Audouard Pierre Audouard], [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Julien Pérez]], [[Olivier Teytaud]] ('''2009'''). ''Grid co-evolution for adaptive simulations; application to the building of opening books in the game of Go''. [http://www.lri.fr/~rimmel/publi/ouvertures.pdf pdf]
* [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Mark Winands]] ('''2009'''). ''Meta Monte-Carlo Tree Search for Automatic Opening Book Generation''. [http://www.personeel.unimaas.nl/m-winands/documents/ouvertures9x9.pdf pdf]
* [[Vincent Berthier]], [[Amine Bourki]], [[Matthieu Coulm]], [[Guillaume Chaslot]], [[Christophe Fiter]], [[Sylvain Gelly]], [[Jean-Baptiste Hoock]], [[Rémi Munos]], [[Julien Pérez]], [[Arpad Rimmel]], [[Philippe Rolet]], [[Olivier Teytaud]], [[Paul Vayssière]], [[Yizao Wang]], [[Ziqin Yu]] (et al.) ('''2009'''). ''Computer-Go is not only for Go''. Korea, August 2009 [http://www.lri.fr/~teytaud/korea.pdf slides as pdf]
==2010 ...==
* [[Jean-Baptiste Hoock]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00452887/en/ Bandit-Based Genetic Programming]''. 13th European Conference on Genetic Programming (2010), [http://hal.inria.fr/docs/00/45/28/87/PDF/pattern.pdf pdf]
* [[Amine Bourki]], [[Guillaume Chaslot]], [[Matthieu Coulm]], [[Vincent Danjean]], [[Hassen Doghmen]], [[Thomas Hérault]], [[Jean-Baptiste Hoock]], [[Arpad Rimmel]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Paul Vayssière]], [[Ziqin Yu]] ('''2010'''). ''[http://hal.inria.fr/inria-00512854/en/ Scalability and Parallelization of Monte-Carlo Tree Search]''. [[CG 2010]], [http://hal.inria.fr/docs/00/51/28/54/PDF/newcluster.pdf pdf]
* [[Arpad Rimmel]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00485555/en/ Biasing Monte-Carlo Simulations through RAVE Values]''. [[CG 2010]], [http://hal.inria.fr/docs/00/48/55/55/PDF/poolrave.pdf pdf]
* [[Romaric Gaudel]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Nataliya Sokolovska]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00484043/en/ A Principled Method for Exploiting Opening Books]''. [[CG 2010]], [http://hal.inria.fr/docs/00/48/40/43/PDF/exploitingOB.pdf pdf]
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00495078/en/ On the Huge Benefit of Decisive Moves in Monte-Carlo Tree Search Algorithms]''. [http://hal.inria.fr/docs/00/49/50/78/PDF/cig2010.pdf pdf]
* [[Amine Bourki]], [[Matthieu Coulm]], [[Philippe Rolet]], [[Olivier Teytaud]], [[Paul Vayssière]] ('''2010'''). ''[http://hal.inria.fr/inria-00467796/en/ Parameter Tuning by Simple Regret Algorithms and Multiple Simultaneous Hypothesis Testing]''. [http://hal.inria.fr/docs/00/46/77/96/PDF/tosubmit.pdf pdf]
* [[Vincent Berthier]], [[Hassen Doghmen]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00437146/en/ Consistency Modifications for Automatically Tuned Monte-Carlo Tree Search]''. [http://hal.inria.fr/docs/00/43/71/46/PDF/consistency.pdf pdf]
* [[Arpad Rimmel]], [[Olivier Teytaud]], [[Chang-Shing Lee]], [[Shi-Jim Yen]], [[Mei-Hui Wang]], [[Shang-Rong Tsai]] ('''2010'''). ''Current Frontiers in Computer Go''. [http://www.informatik.uni-trier.de/~ley/db/journals/tciaig/tciaig2.html#RimmelTLYWT10 IEEE Transactions on Computational Intelligence and AI in Games, Vol. 2]
'''2011'''
* [[Rémi Coulom]], [[Philippe Rolet]], [[Nataliya Sokolovska]], [[Olivier Teytaud]] ('''2011'''). ''[http://hal.archives-ouvertes.fr/hal-00517157/en/ Handling Expensive Optimization with Large Noise]''. [http://hal.archives-ouvertes.fr/docs/00/51/71/57/PDF/foga10noise.pdf pdf]
* [[Cheng-Wei Chou]], [[Olivier Teytaud]], [[Shi-Jim Yen]] ('''2011'''). ''Revisiting Monte-Carlo Tree Search on a Normal Form Game: NoGo''. [http://www.informatik.uni-trier.de/~ley/db/conf/evoW/evoappl2011-1.html#ChouTY11 EvoApplications 2011] <ref>[https://www.game-ai-forum.org/icga-tournaments/game.php?id=47 NoGo (ICGA Tournaments)]</ref>
* [[Cheng-Wei Chou]], [[Ping-Chiang Chou]], [[Hassen Doghmen]], [[Chang-Shing Lee]], [[Tsan-Cheng Su]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Hui-Ming Wang]], [[Mei-Hui Wang]], [[Li-Wen Wu]], [[Shi-Jim Yen]] ('''2011'''). ''[http://link.springer.com/chapter/10.1007/978-3-642-31866-5_8 Towards a Solution of 7x7 Go with Meta-MCTS]''. [[Advances in Computer Games 13]]
* [[David L. St-Pierre]], [[Quentin Louveaux]], [[Olivier Teytaud]] ('''2011'''). ''[http://link.springer.com/chapter/10.1007/978-3-642-31866-5_25 Online Sparse Bandit for Card Games]''. [[Advances in Computer Games 13]]
'''2012'''
* [[Sylvain Gelly]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Levente Kocsis]], [[David Silver]], [[Csaba Szepesvári]] ('''2012'''). ''[http://dl.acm.org/citation.cfm?id=2093548.2093574 The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions]''. [[ACM#Communications|Communications of the ACM]], Vol. 55, No. 3, [http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Applications_files/grand-challenge.pdf pdf preprint]
* [[Adrien Couetoux]], [[Olivier Teytaud]], [[Hassen Doghmen]] ('''2012'''). ''Learning a Move-Generator for Upper Confidence Trees''. [http://ics2012.ndhu.edu.tw/ ICS 2012], [https://en.wikipedia.org/wiki/Hualien_City Hualien], [https://en.wikipedia.org/wiki/Taiwan Taiwan], December 2012
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Olivier Teytaud]], [[Shi-Jim Yen]] ('''2012'''). ''Human vs. Machine Go Competitions in IEEE WCCI 2012''. [[ICGA Journal#35_4|ICGA Journal, Vol. 35, No. 4]]
* [[Ping-Chiang Chou]], [[Shi-Jim Yen]], [[Cheng-Wei Chou]], [[Ching-Nung Lin]], [[Chang-Shing Lee]], [[Olivier Teytaud]], [[Hassen Doghmen]] ('''2012'''). ''[https://hal.inria.fr/hal-00766190 A simple Tsumego Generator]''. [[Conferences#GPW17|GPW 2012]]
'''2013'''
* [[Cheng-Wei Chou]], [[Ping-Chiang Chou]], [[Chang-Shing Lee]], [[David L. Saint-Pierre]], [[Olivier Teytaud]], [[Mei-Hui Wang]], [[Li-Wen Wu]], [[Shi-Jim Yen]] ('''2013'''). ''Strategic Choices: Small Budgets and Simple Regret''. [[TAAI|TAAI 2012]], [http://www.csie.ndhu.edu.tw/csieweb/en/node/685 Excellent Paper Award], [https://hal.inria.fr/hal-00753145v2/document pdf]
==2015 ...==
* [[Olivier Teytaud]], [[Abdallah Saffidine]], [[Shi-Jim Yen]] ('''2015'''). ''The complexities of Go''. [[Advances in Computer Games 14]]
* [[Jialin Liu]], [[Olivier Teytaud]], [[Tristan Cazenave]] ('''2016'''). ''Fast seed-learning algorithms for games''. [[CG 2016]]
=External Links=
* [http://www.lri.fr/%7Eteytaud/ Olivier Teytaud's home page]
* [http://www.lri.fr/~teytaud/cv/cv.html O.Teytaud Research Homepage - CR2 Tao(Inria) - Lri(Univ. Paris-Sud, Umr Cnrs-8623)]
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=633 Olivier Teytaud's ICGA Tournaments]
* [http://www.computer-go.info/db/operson.php?a=Teytaud%2C+Olivier Teytaud, Olivier] from [http://www.computer-go.info/ computer-go.info]
* [http://videolectures.net/olivier_teytaud/ Olivier Teytaud - INRIA - The French National Institute for Research in Computer Science and Control - VideoLectures]
=References=
<references />
'''[[People|Up one level]]'''
