23 search results - page 4 / 5 » Monte-Carlo Proof-Number Search for Computer Go |
ICML
2009
IEEE
14 years 7 months ago
2009
IEEE
In this paper we introduce the first algorithms for efficiently learning a simulation policy for Monte-Carlo search. Our main idea is to optimise the balance of a simulation polic...
ACG
2009
Springer
14 years 1 months ago
2009
Springer
Abstract. Games are considered important benchmark tasks of artificial intelligence research. Modern strategic board games can typically be played by three or more people, which m...
EUROGP
2010
Springer
14 years 1 months ago
2010
Springer
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 prope...
ACG
2009
Springer
14 years 1 months ago
2009
Springer
Recently, Monte-Carlo Tree Search (MCTS) has advanced the field of computer Go substantially. In the game of Lines of Action (LOA), which has been dominated in the past by αβ, M...
TCIAIG
2010
13 years 1 months ago
2010
Abstract--Parallelizing Monte-Carlo tree search has been considered to be a way to improve the strength of computer Go programs. In this paper, we analyze the performance of two ro...