Guillaume Chaslot

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Guillaume Chaslot ¹

Guillaume Chaslot,
a French computer scientist, and software engineer. Previously affiliated with Google, he now has founded his own company AlgoTransparency ¹ and is engaged at Bayes impact, a group of practical idealists who believe that applied properly, data can be used to solve the world's biggest problems ². He holds a Ph.D. in 2010 from Maastricht University on Monte-Carlo Tree Search ³, working in the fields of Artificial Intelligence and Machine Learning. Guillaume Chaslot is co-autor of the Backgammon program MCgammon, along with Jahn-Takeshi Saito author of the Go playing program Mango, and contributor of MoGo, both using Monte-Carlo Tree Search and patterns in the simulations and improvements in UCT ⁴.

Selected Publications

⁵

2006 ...

• Jaap van den Herik, Jeroen Donkers, Jos Uiterwijk, Guillaume Chaslot, Sander Bakkes, Jahn-Takeshi Saito (2006). Intelligent Search Techniques Proof-Number Search. MICC/IKAT Universiteit Maastricht, pdf
• Jahn-Takeshi Saito, Guillaume Chaslot, Jos Uiterwijk, Jaap van den Herik (2006). Monte-Carlo Proof-Number Search for Computer Go. CG 2006

2007

• François van Lishout, Guillaume Chaslot, Jos Uiterwijk (2007). Monte-Carlo Tree Search in Backgammon. CGW 2007

2008

• Maarten Schadd, Mark Winands, Jaap van den Herik, Guillaume Chaslot, Jos Uiterwijk (2008). Single-Player Monte-Carlo Tree Search. CG 2008
• Guillaume Chaslot, Mark Winands, Jaap van den Herik (2008). Parallel Monte-Carlo Tree Search. CG 2008
• Guillaume Chaslot, Mark Winands, Jos Uiterwijk, Jaap van den Herik, Bruno Bouzy (2008). Progressive Strategies for Monte-Carlo Tree Search. New Mathematics and Natural Computation, Vol. 4, No. 3
• Guillaume Chaslot, Sander Bakkes, István Szita, Pieter Spronck (2008). Monte-Carlo Tree Search: A New Framework for Game AI.
• Guillaume Chaslot, Mark Winands, István Szita, Jaap van den Herik. (2008). Cross-entropy for Monte-Carlo Tree Search. ICGA Journal, Vol. 31, No. 3
• 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, Vol. 31, No. 3
• 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. pdf

2009

• 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
• István Szita, Guillaume Chaslot, Pieter Spronck (2009). Monte-Carlo Tree Search in Settlers of Catan. Advances in Computer Games 12 ⁶
• 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). The Computational Intelligence of MoGo Revealed in Taiwan's Computer Go Tournaments.
• 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)
• 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.
• Guillaume Chaslot, Jean-Baptiste Hoock, Julien Pérez, Arpad Rimmel, Olivier Teytaud, Mark Winands (2009). Meta Monte-Carlo Tree Search for Automatic Opening Book Generation.
• 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 slides as pdf

2010 ...

• Chang-Shing Lee, Mei-Hui Wang, Shi-Jim Yen, Yu-Jen Chen, Cheng-Wei Chou, Guillaume Chaslot, Jean-Baptiste Hoock, Arpad Rimmel, Hassen Doghmen (2010). An ontology-based fuzzy inference system for computer Go applications. International Journal of Fuzzy Systems, Vol. 12, No. 2, 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). Scalability and Parallelization of Monte-Carlo Tree Search. CG 2010, pdf
• Guillaume Chaslot (2010). Monte-Carlo Tree Search. Ph.D. thesis, Maastricht University, pdf

External Links

• Guillaume Chaslot | LinkedIn
• Guillaume Chaslot's ICGA Tournaments
• Chaslot, Guillaume from computer-go.info

References