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24

EUROGP
2010
Springer

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Bandit-Based Genetic Programming

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Bandit-Based Genetic Programming

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We consider the validation of randomly generated patterns in a Monte-Carlo Tree Search program. Our bandit-based genetic programming (BGP) algorithm, with proved mathematical properties, outperformed a highly optimized handcrafted module of a well-known computer-Go program with several world records in the game of Go.

Jean-Baptiste Hoock, Olivier Teytaud

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EUROGP 2010 | Monte-Carlo Tree Search | Proved Mathematical Properties | Well-known Computer-Go Program |

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Added	28 May 2010
Updated	28 May 2010
Type	Conference
Year	2010
Where	EUROGP
Authors	Jean-Baptiste Hoock, Olivier Teytaud

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