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Conference Papers Year : 2010

Bandit-Based Genetic Programming


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.
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Dates and versions

inria-00452887 , version 1 (15-02-2010)
inria-00452887 , version 2 (14-06-2011)


  • HAL Id : inria-00452887 , version 2


Jean-Baptiste Hoock, Olivier Teytaud. Bandit-Based Genetic Programming. 13th European Conference on Genetic Programming, Apr 2010, Istanbul, Turkey. ⟨inria-00452887v2⟩
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