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'''Olivier Teytaud''',<br/>
a French computer scientist and researcher in TAO <ref>at [httphttps://taoen.lriwikipedia.frorg/wiki/tiki-index.php TikiWiki : Welcome to TAO Web siteFacebook Facebook]</ref> , previously affiliated with [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>[httphttps://wwwsenseis.lrixmp.frnet/~teytaud/mogo.html ?MoGo MoGo: a software for the Game of Goat Sensei's Library]</ref>.
=Selected Publications=
<ref>[httphttps://www.informatikdblp.uni-trier.de/~ley/db/indices/a-treepid/t53/Teytaud:Olivier2584.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)]
* [[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]]
==2015 ...==
* [[Marie-Liesse Cauwet]], [[Olivier Teytaud]], [[Hua-Min Liang]], [[Shi-Jim Yen]], [[Hung-Hsuan Lin]], [[I-Chen Wu]], [[Tristan Cazenave]], [[Abdallah Saffidine]] ('''2015'''). ''Depth, balancing, and limits of the Elo model''. [[IEEE#CIG|IEEE Conference on Computational Intelligence and Games]] 2015, [https://arxiv.org/abs/1511.02006 arXiv:1511.02006]
* [[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]]
* [[David L. St-Pierre]], [[Jean-Baptiste Hoock]], [[Jialin Liu]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2016'''). ''Automatically Reinforcing a Game AI''. [https://arxiv.org/abs/1607.08100 arXiv:1607.0810] » [[Monte-Carlo Tree Search|MCTS]]
* [[Olivier Bousquet]], [[Sylvain Gelly]], [[Karol Kurach]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Damien Vincent]] ('''2017'''). ''Toward Optimal Run Racing: Application to Deep Learning Calibration''. [https://arxiv.org/abs/1706.03199 arXiv:1706.03199]
* [[Jeremy Rapin]], [[Olivier Teytaud]] ('''2018'''). ''Nevergrad - A gradient-free optimization platform''. [https://github.com/facebookresearch/nevergrad GitHub - facebookresearch/nevergrad: A Python toolbox for performing gradient-free optimization]
==2020 ...==
* [[Jialin Liu]], [[Antoine Moreau]], [[Mike Preuss]], [[Baptiste Roziere]], [[Jeremy Rapin]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2020'''). ''Versatile Black-Box Optimization''. [https://arxiv.org/abs/2004.14014 arXiv:2004.14014]
* [[Tristan Cazenave]], [[Yen-Chi Chen]], [[Guan-Wei Chen]], [[Shi-Yu Chen]], [[Xian-Dong Chiu]], [[Julien Dehos]], [[Maria Elsa]], [[Qucheng Gong]], [[Hengyuan Hu]], [[Vasil Khalidov]], [[Cheng-Ling Li]], [[Hsin-I Lin]], [[Yu-Jin Lin]], [[Xavier Martinet]], [[Vegard Mella]], [[Jeremy Rapin]], [[Baptiste Roziere]], [[Gabriel Synnaeve]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Shi-Cheng Ye]], [[Yi-Jun Ye]], [[Shi-Jim Yen]], [[Sergey Zagoruyko]] ('''2020'''). ''Polygames: Improved zero learning''. [[ICGA Journal#42_4|ICGA Journal, Vol. 42, No. 4]], [https://arxiv.org/abs/2001.09832 arXiv:2001.09832]
* [[Dennis Soemers]], [[Vegard Mella]], [[Cameron Browne]], [[Olivier Teytaud]] ('''2021'''). ''Deep learning for general game playing with Ludii and Polygames''. [[ICGA Journal#43_3|ICGA Journal, Vol. 43, No. 3]]
=External Links=
* [httphttps://www.lrifacebook.frcom/%7Eteytaudnotes/ Olivier Teytaud's home page]* [http://www.lri.fr/~olivier-teytaud/cv/cv.html O.Teytaud Research Homepage optimization-machine-learning- CR2 Tao(Inria) artificial- Lri(Univ. Parisintelligence-Sud, Umr Cnrsgames-8623)electricity/10162959845390472/ Facebook | Olivier Teytaud]
* [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]
* [httphttps://videolecturesscholar.netgoogle.com/citations?user=xsCcLZ8AAAAJ&hl=en Olivier Teytaud - Google Scholar]* [https:/olivier_teytaud/ Olivier github.com/teytaud teytaud (Teytaud - INRIA - The French National Institute for Research in Computer Science and Control - VideoLectures) · GitHub]
=References=
'''[[People|Up one level]]'''
[[Category:Go Programmer|Teytaud]]
[[Category:Havannah Programmer|Teytaud]]
[[Category:Researcher|Teytaud]]
