Fabien Teytaud
From Chessprogramming wiki
Jump to:navigation,search
Fabien Teytaud[1]
Fabien Teytaud,
a French computer scientist and associate professor atUniversity of the Littoral Opal Coast (ULCO).He defended his Ph.D. atParis-Sud 11 University in 2011 under the direction ofMarc Schoenauer andOlivier Teytaud,and was member of theTAO Project Team[2] ofLRI. His research interests in the fields ofartificial intelligence andmachine lerning includeevolutionary algorithms,global andstochastic optimization,reinforcement learning andcomputer games.He is co-author of various papers onParallelMonte-Carlo Tree Search. Along withOlivier Teytaud, he is co-author of theHavannah programsShakti andShakty.
Selected Publications
2009
- Fabien Teytaud,Olivier Teytaud (2009).Creating an Upper-Confidence-Tree program for Havannah.Advances in Computer Games 12,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).Scalability and Parallelization of Monte-Carlo Tree Search.CG 2010,pdf
- Arpad Rimmel,Fabien Teytaud,Olivier Teytaud (2010).Biasing Monte-Carlo Simulations through RAVE Values.CG 2010,pdf
- Fabien Teytaud,Olivier Teytaud (2010).On the Huge Benefit of Decisive Moves in Monte-Carlo Tree Search Algorithms.pdf
- Arpad Rimmel,Fabien Teytaud,Tristan Cazenave (2011).Optimization of the Nested Monte-Carlo Algorithm on the Traveling Salesman Problem with Time Windows.Evostar 2011,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).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,Paris-Sud 11 University, advisorsMarc Schoenauer andOlivier Teytaud
- Tristan Cazenave,Fabien Teytaud (2012).Beam Nested Rollout Policy Adaptation.ECAI CGW 2012,pdf
- Denis Robilliard,Cyril Fonlupt,Fabien Teytaud (2014).Monte-Carlo Tree Search for the Game of “7 Wonders”.ECAI CGW 2014,pdf[5]
2015 ...
- Fabien Teytaud,Julien Dehos (2015).On the Tactical and Strategic Behaviour of MCTS when Biasing Random Simulations.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,pdf
- David L. St-Pierre,Jean-Baptiste Hoock,Jialin Liu,Fabien Teytaud,Olivier Teytaud (2016).Automatically Reinforcing a Game AI.arXiv:1607.0810 »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.arXiv:1910.08406
2020 ...
- Jialin Liu,Antoine Moreau,Mike Preuss,Baptiste Roziere,Jeremy Rapin,Fabien Teytaud,Olivier Teytaud (2020).Versatile Black-Box Optimization.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, Vol. 42, No. 4,arXiv:2001.09832
External Links
References
- ↑Image cropped fromImage Havannah fromAlbum archive byHideki Kato,14th Computer Olympiad, Havannah,Richard J. Lorentz andFabien Teytaud surrounded by the TDsJaap van den Herik andYngvi Björnsson
- ↑TikiWiki | People
- ↑Fabien Teytaud - Google Scholar
- ↑dblp: Fabien Teytaud
- ↑7 Wonders (board game) from WIkipedia
