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Created page with "'''Home * People * Fabien Teytaud''' FILE:fabien_teytaud.jpg|border|right|thumb|link=link=https://get.google.com/albumarchive/117053534374902710729/album/..."
'''[[Main Page|Home]] * [[People]] * Fabien Teytaud'''
[[FILE:fabien_teytaud.jpg|border|right|thumb|link=link=https://get.google.com/albumarchive/117053534374902710729/album/AF1QipM5Wr00KdHRue7XOO67QRA3-B2ClTHDqlzlAjMj/AF1QipPApyR0GYUsebcIOt40O2vawnGvdvPnww3p_d6P
| Fabien Teytaud <ref>Image cropped from [https://get.google.com/albumarchive/117053534374902710729/album/AF1QipM5Wr00KdHRue7XOO67QRA3-B2ClTHDqlzlAjMj/AF1QipPApyR0GYUsebcIOt40O2vawnGvdvPnww3p_d6P Image Havannah] from [https://get.google.com/albumarchive/117053534374902710729/album/AF1QipM5Wr00KdHRue7XOO67QRA3-B2ClTHDqlzlAjMj Album archive] by [[Hideki Kato]], [[14th Computer Olympiad#Havannah|14th Computer Olympiad, Havannah]], [[Richard J. Lorentz]] and [[Fabien Teytaud]] surrounded by the TDs [[Jaap van den Herik]] and [[Yngvi Björnsson]]</ref> ]]
'''Fabien Teytaud''',<br/>
a French computer scientist and associate professor at [https://en.wikipedia.org/wiki/University_of_the_Littoral_Opal_Coast University of the Littoral Opal Coast] (ULCO).
He defended his Ph.D. at [[University of Paris#11|Paris-Sud 11 University]] in 2011 under the direction of [[Marc Schoenauer]] and [[Olivier Teytaud]],
and was member of the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</ref>
of [https://fr.wikipedia.org/wiki/Laboratoire_de_recherche_en_informatique LRI].
His research interests in the fields of [[Artificial Intelligence|artificial intelligence]] and [[Learning|machine lerning]] include [https://en.wikipedia.org/wiki/Evolutionary_algorithm evolutionary algorithms], [https://en.wikipedia.org/wiki/Global_optimization global] and [https://en.wikipedia.org/wiki/Stochastic_optimization stochastic optimization],
[[Reinforcement Learning|reinforcement learning]] and [[Games|computer games]].
He is co-author of various papers on [[Parallel Search|Parallel]] [[Monte-Carlo Tree Search]]. Along with [[Olivier Teytaud]], he 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].
=Selected Publications=
<ref>[https://scholar.google.com/citations?user=_FtUoygAAAAJ&hl=en Fabien Teytaud - Google Scholar]</ref> <ref>[https://dblp.org/pid/15/2788.html dblp: Fabien Teytaud]</ref>
==2009==
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2009'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-12993-3_7 Creating an Upper-Confidence-Tree program for Havannah]''. [[Advances in Computer Games 12]], [https://hal.inria.fr/inria-00380539/document pdf]
==2010 ...==
* [[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'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-17928-0_5 Scalability and Parallelization of Monte-Carlo Tree Search]''. [[CG 2010]], [https://hal.inria.fr/file/index/docid/512854/filename/newcluster.pdf pdf]
* [[Arpad Rimmel]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-17928-0_6 Biasing Monte-Carlo Simulations through RAVE Values]''. [[CG 2010]], [https://hal.inria.fr/inria-00485555/document pdf]
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[https://hal.inria.fr/inria-00495078/en/ On the Huge Benefit of Decisive Moves in Monte-Carlo Tree Search Algorithms]''. [https://hal.inria.fr/inria-00495078/document pdf]
* [[Arpad Rimmel]], [[Fabien Teytaud]], [[Tristan Cazenave]] ('''2011'''). ''Optimization of the Nested Monte-Carlo Algorithm on the Traveling Salesman Problem with Time Windows''. [https://dblp.org/db/conf/evoW/evoappl2011-2.html#RimmelTC11 Evostar 2011], [https://hal.inria.fr/inria-00563668/document pdf]
* [[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'''). ''[https://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]]
* [[Fabien Teytaud]] ('''2011'''). ''Introduction of statistics in optimization (Introduction de statistiques en optimisation)''. Ph.D. thesis, [[University of Paris#11|Paris-Sud 11 University]], advisors [[Marc Schoenauer]] and [[Olivier Teytaud]]
* [[Tristan Cazenave]], [[Fabien Teytaud]] ('''2012'''). ''Beam Nested Rollout Policy Adaptation''. [[ECAI CGW 2012]], [https://hal.inria.fr/hal-01406471/document pdf]
* [[Denis Robilliard]], [[Cyril Fonlupt]], [[Fabien Teytaud]] ('''2014'''). ''[https://hal.archives-ouvertes.fr/hal-01406496v1 Monte-Carlo Tree Search for the Game of “7 Wonders”]''. [[ECAI CGW 2014]], [https://hal.inria.fr/hal-01406496/document pdf] <ref>[https://en.wikipedia.org/wiki/7_Wonders_%28board_game%29 7 Wonders (board game) from WIkipedia]</ref>
==2015 ...==
* [[Fabien Teytaud]], [[Julien Dehos]] ('''2015'''). ''On the Tactical and Strategic Behaviour of MCTS when Biasing Random Simulations''. [[ICGA Journal#38_2|ICGA Journal, Vol. 38, No. 2]]
* [[Joris Duguépéroux]], [[Ahmad Mazyad]], [[Fabien Teytaud]], [[Julien Dehos]] ('''2016'''). ''Pruning playouts in Monte-Carlo Tree Search for the game of Havannah''. [[CG 2016]], [https://hal.archives-ouvertes.fr/hal-01342347/document pdf]
* [[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]]
* [[Marie-Liesse Cauwet]], [[Camille Couprie]], [[Julien Dehos]] , [[Pauline Luc]], [[Jérémy Rapin]], [[Morgane Rivière]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2019'''). ''Fully Parallel Hyperparameter Search: Reshaped Space-Filling''. [https://arxiv.org/abs/1910.08406 arXiv:1910.08406]
==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]
=External Links=
* [https://www-lisic.univ-littoral.fr/~teytaud/ Fabien Teytaud's Home Page]
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=640 Fabien Teytaud's ICGA Tournaments]
* [https://scholar.google.com/citations?user=_FtUoygAAAAJ&hl=en Fabien Teytaud - Google Scholar]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Havannah Programmer|Teytaud]]
[[Category:Researcher|Teytaud]]
[[FILE:fabien_teytaud.jpg|border|right|thumb|link=link=https://get.google.com/albumarchive/117053534374902710729/album/AF1QipM5Wr00KdHRue7XOO67QRA3-B2ClTHDqlzlAjMj/AF1QipPApyR0GYUsebcIOt40O2vawnGvdvPnww3p_d6P
| Fabien Teytaud <ref>Image cropped from [https://get.google.com/albumarchive/117053534374902710729/album/AF1QipM5Wr00KdHRue7XOO67QRA3-B2ClTHDqlzlAjMj/AF1QipPApyR0GYUsebcIOt40O2vawnGvdvPnww3p_d6P Image Havannah] from [https://get.google.com/albumarchive/117053534374902710729/album/AF1QipM5Wr00KdHRue7XOO67QRA3-B2ClTHDqlzlAjMj Album archive] by [[Hideki Kato]], [[14th Computer Olympiad#Havannah|14th Computer Olympiad, Havannah]], [[Richard J. Lorentz]] and [[Fabien Teytaud]] surrounded by the TDs [[Jaap van den Herik]] and [[Yngvi Björnsson]]</ref> ]]
'''Fabien Teytaud''',<br/>
a French computer scientist and associate professor at [https://en.wikipedia.org/wiki/University_of_the_Littoral_Opal_Coast University of the Littoral Opal Coast] (ULCO).
He defended his Ph.D. at [[University of Paris#11|Paris-Sud 11 University]] in 2011 under the direction of [[Marc Schoenauer]] and [[Olivier Teytaud]],
and was member of the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</ref>
of [https://fr.wikipedia.org/wiki/Laboratoire_de_recherche_en_informatique LRI].
His research interests in the fields of [[Artificial Intelligence|artificial intelligence]] and [[Learning|machine lerning]] include [https://en.wikipedia.org/wiki/Evolutionary_algorithm evolutionary algorithms], [https://en.wikipedia.org/wiki/Global_optimization global] and [https://en.wikipedia.org/wiki/Stochastic_optimization stochastic optimization],
[[Reinforcement Learning|reinforcement learning]] and [[Games|computer games]].
He is co-author of various papers on [[Parallel Search|Parallel]] [[Monte-Carlo Tree Search]]. Along with [[Olivier Teytaud]], he 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].
=Selected Publications=
<ref>[https://scholar.google.com/citations?user=_FtUoygAAAAJ&hl=en Fabien Teytaud - Google Scholar]</ref> <ref>[https://dblp.org/pid/15/2788.html dblp: Fabien Teytaud]</ref>
==2009==
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2009'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-12993-3_7 Creating an Upper-Confidence-Tree program for Havannah]''. [[Advances in Computer Games 12]], [https://hal.inria.fr/inria-00380539/document pdf]
==2010 ...==
* [[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'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-17928-0_5 Scalability and Parallelization of Monte-Carlo Tree Search]''. [[CG 2010]], [https://hal.inria.fr/file/index/docid/512854/filename/newcluster.pdf pdf]
* [[Arpad Rimmel]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-17928-0_6 Biasing Monte-Carlo Simulations through RAVE Values]''. [[CG 2010]], [https://hal.inria.fr/inria-00485555/document pdf]
* [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2010'''). ''[https://hal.inria.fr/inria-00495078/en/ On the Huge Benefit of Decisive Moves in Monte-Carlo Tree Search Algorithms]''. [https://hal.inria.fr/inria-00495078/document pdf]
* [[Arpad Rimmel]], [[Fabien Teytaud]], [[Tristan Cazenave]] ('''2011'''). ''Optimization of the Nested Monte-Carlo Algorithm on the Traveling Salesman Problem with Time Windows''. [https://dblp.org/db/conf/evoW/evoappl2011-2.html#RimmelTC11 Evostar 2011], [https://hal.inria.fr/inria-00563668/document pdf]
* [[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'''). ''[https://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]]
* [[Fabien Teytaud]] ('''2011'''). ''Introduction of statistics in optimization (Introduction de statistiques en optimisation)''. Ph.D. thesis, [[University of Paris#11|Paris-Sud 11 University]], advisors [[Marc Schoenauer]] and [[Olivier Teytaud]]
* [[Tristan Cazenave]], [[Fabien Teytaud]] ('''2012'''). ''Beam Nested Rollout Policy Adaptation''. [[ECAI CGW 2012]], [https://hal.inria.fr/hal-01406471/document pdf]
* [[Denis Robilliard]], [[Cyril Fonlupt]], [[Fabien Teytaud]] ('''2014'''). ''[https://hal.archives-ouvertes.fr/hal-01406496v1 Monte-Carlo Tree Search for the Game of “7 Wonders”]''. [[ECAI CGW 2014]], [https://hal.inria.fr/hal-01406496/document pdf] <ref>[https://en.wikipedia.org/wiki/7_Wonders_%28board_game%29 7 Wonders (board game) from WIkipedia]</ref>
==2015 ...==
* [[Fabien Teytaud]], [[Julien Dehos]] ('''2015'''). ''On the Tactical and Strategic Behaviour of MCTS when Biasing Random Simulations''. [[ICGA Journal#38_2|ICGA Journal, Vol. 38, No. 2]]
* [[Joris Duguépéroux]], [[Ahmad Mazyad]], [[Fabien Teytaud]], [[Julien Dehos]] ('''2016'''). ''Pruning playouts in Monte-Carlo Tree Search for the game of Havannah''. [[CG 2016]], [https://hal.archives-ouvertes.fr/hal-01342347/document pdf]
* [[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]]
* [[Marie-Liesse Cauwet]], [[Camille Couprie]], [[Julien Dehos]] , [[Pauline Luc]], [[Jérémy Rapin]], [[Morgane Rivière]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2019'''). ''Fully Parallel Hyperparameter Search: Reshaped Space-Filling''. [https://arxiv.org/abs/1910.08406 arXiv:1910.08406]
==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]
=External Links=
* [https://www-lisic.univ-littoral.fr/~teytaud/ Fabien Teytaud's Home Page]
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=640 Fabien Teytaud's ICGA Tournaments]
* [https://scholar.google.com/citations?user=_FtUoygAAAAJ&hl=en Fabien Teytaud - Google Scholar]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Havannah Programmer|Teytaud]]
[[Category:Researcher|Teytaud]]
