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EUROGP
2010
Springer

Bandit-Based Genetic Programming

9 years 3 months ago
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.
Jean-Baptiste Hoock, Olivier Teytaud
Added 28 May 2010
Updated 28 May 2010
Type Conference
Year 2010
Where EUROGP
Authors Jean-Baptiste Hoock, Olivier Teytaud
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