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'''Guillaume Chaslot''',<br/> | '''Guillaume Chaslot''',<br/> | ||
a French computer scientist, and software engineer. Previously affiliated with [[Google]], he now has founded his own company ''AlgoTransparency'' <ref>[https://algotransparency.org/en/demarche.html?candidat=Jean%20Luc%20Melenchon&file=ytrecos-presidentielle-2017-06-10 AlgoTransparency]</ref> 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 <ref>[https://www.bayesimpact.org/ Bayes Impact | Data for good]</ref>. | a French computer scientist, and software engineer. Previously affiliated with [[Google]], he now has founded his own company ''AlgoTransparency'' <ref>[https://algotransparency.org/en/demarche.html?candidat=Jean%20Luc%20Melenchon&file=ytrecos-presidentielle-2017-06-10 AlgoTransparency]</ref> 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 <ref>[https://www.bayesimpact.org/ Bayes Impact | Data for good]</ref>. | ||
| − | He holds a Ph.D. in 2010 from [[Maastricht University]] on [[Monte-Carlo Tree Search]] <ref>Guillaume Chaslot ('''2010'''). ''Monte-Carlo Tree Search''. Ph.D. | + | He holds a Ph.D. in 2010 from [[Maastricht University]] on [[Monte-Carlo Tree Search]] <ref>[[Guillaume Chaslot]] ('''2010'''). ''Monte-Carlo Tree Search''. Ph.D. thesis, [[Maastricht University]], [https://project.dke.maastrichtuniversity.nl/games/files/phd/Chaslot_thesis.pdf pdf]</ref>, working in the fields of [[Artificial Intelligence]] and [[Learning|Machine Learning]]. Guillaume Chaslot is co-autor of the [[Backgammon]] program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=506 MCgammon], along with [[Jahn-Takeshi Saito]] author of the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=4 Mango], and contributor of [https://www.game-ai-forum.org/icga-tournaments/program.php?id=515 MoGo], both using [[Monte-Carlo Tree Search]] and 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= | =Selected Publications= | ||
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* [[François van Lishout]], [[Guillaume Chaslot]], [[Jos Uiterwijk]] ('''2007'''). ''[https://www.researchgate.net/publication/228378473_Monte-Carlo_tree_search_in_backgammon Monte-Carlo Tree Search in Backgammon]''. [[CGW 2007]] | * [[François van Lishout]], [[Guillaume Chaslot]], [[Jos Uiterwijk]] ('''2007'''). ''[https://www.researchgate.net/publication/228378473_Monte-Carlo_tree_search_in_backgammon Monte-Carlo Tree Search in Backgammon]''. [[CGW 2007]] | ||
'''2008''' | '''2008''' | ||
| − | * [[Maarten Schadd]], [[Mark Winands]], [[Jaap van den Herik]], [[Guillaume Chaslot]], [[Jos Uiterwijk]] ('''2008'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-87608-3_1 Single-Player Monte-Carlo Tree Search]''. [[CG 2008] | + | * [[Maarten Schadd]], [[Mark Winands]], [[Jaap van den Herik]], [[Guillaume Chaslot]], [[Jos Uiterwijk]] ('''2008'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-87608-3_1 Single-Player Monte-Carlo Tree Search]''. [[CG 2008]] |
| − | * [[Guillaume Chaslot]], [[Mark Winands]], [[Jaap van den Herik]] ('''2008'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-87608-3_6 Parallel Monte-Carlo Tree Search]''. [[CG 2008] | + | * [[Guillaume Chaslot]], [[Mark Winands]], [[Jaap van den Herik]] ('''2008'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-87608-3_6 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''. [http://www.worldscinet.com/nmnc/nmnc.shtml New Mathematics and Natural Computation], Vol. 4, No. 3 | + | * [[Guillaume Chaslot]], [[Mark Winands]], [[Jos Uiterwijk]], [[Jaap van den Herik]], [[Bruno Bouzy]] ('''2008'''). ''Progressive Strategies for Monte-Carlo Tree Search''. [http://www.worldscinet.com/nmnc/nmnc.shtml 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]], [[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 | + | * [[Guillaume Chaslot]], [[Mark Winands]], [[István Szita]], [[Jaap van den Herik]]. ('''2008'''). ''Cross-entropy for Monte-Carlo Tree Search''. [[ICGA Journal#31_3|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#31_3|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''. [http://www.lri.fr/~teytaud/eg.pdf 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] | ||
| − | |||
'''2009''' | '''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] | + | * [[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] | + | * [[István Szita]], [[Guillaume Chaslot]], [[Pieter Spronck]] ('''2009'''). ''Monte-Carlo Tree Search in Settlers of Catan''. [[Advances in Computer Games 12]] <ref>[https://en.wikipedia.org/wiki/The_Settlers_of_Catan The Settlers of Catan from Wikipedia]</ref> |
| − | * [[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]''. | + | * [[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]''. |
| − | * [[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) | + | * [[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://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://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''. |
| − | * [[Guillaume Chaslot]], [[Jean-Baptiste Hoock]], [[Julien Pérez]], [[Arpad Rimmel]], [[Olivier Teytaud]], [[Mark Winands]] ('''2009'''). ''Meta Monte-Carlo Tree Search for Automatic Opening Book Generation''. | + | * [[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 [http://www.lri.fr/~teytaud/korea.pdf slides as 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 ...== | ==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''. [http://www.ijfs.org.tw/ International Journal of Fuzzy Systems], Vol. 12, No. 2, [https://www.researchgate.net/profile/Cheng_Wei_Chou/publication/265231387_An_Ontology-based_Fuzzy_Inference_System_for_Computer_Go_Applications/links/5498343f0cf2c5a7e342a903.pdf pdf] | * [[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''. [http://www.ijfs.org.tw/ International Journal of Fuzzy Systems], Vol. 12, No. 2, [https://www.researchgate.net/profile/Cheng_Wei_Chou/publication/265231387_An_Ontology-based_Fuzzy_Inference_System_for_Computer_Go_Applications/links/5498343f0cf2c5a7e342a903.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] | * [[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] | ||
| − | * [[Guillaume Chaslot]] ('''2010'''). ''Monte-Carlo Tree Search''. Ph.D. | + | * [[Guillaume Chaslot]] ('''2010'''). ''Monte-Carlo Tree Search''. Ph.D. thesis, [[Maastricht University]], [https://project.dke.maastrichtuniversity.nl/games/files/phd/Chaslot_thesis.pdf pdf] |
=External Links= | =External Links= | ||
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'''[[People|Up one level]]''' | '''[[People|Up one level]]''' | ||
| + | [[Category:Researcher|Chaslot]] | ||
| + | [[Category:Go Programmer|Chaslot]] | ||
Latest revision as of 16:16, 5 September 2018
Home * People * Guillaume Chaslot
Guillaume Chaslot [1]
Guillaume Chaslot,
a French computer scientist, and software engineer. Previously affiliated with Google, he now has founded his own company AlgoTransparency [2] 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 [3].
He holds a Ph.D. in 2010 from Maastricht University on Monte-Carlo Tree Search [4], 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 [5].
Selected Publications
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 [7]
- 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
- ↑ Guillaume Chaslot | LinkedIn
- ↑ AlgoTransparency
- ↑ Bayes Impact | Data for good
- ↑ Guillaume Chaslot (2010). Monte-Carlo Tree Search. Ph.D. thesis, Maastricht University, pdf
- ↑ MoGo: a software for the Game of Go
- ↑ dblp: Guillaume Chaslot]
- ↑ The Settlers of Catan from Wikipedia
