76 search results - page 6 / 16 » Monte-Carlo Tree Search Solver |
NLP
2000
13 years 10 months ago
2000
Abstract. The purpose of this paper is (1) to provide a theoretical justification for the use of Monte-Carlo sampling for approximate resolution of NP-hard maximization problems in...
KI
2011
Springer
13 years 1 months ago
2011
Springer
Abstract We present the General Game Playing system Centurio. Centurio is a Java-based player featuring different strategies based on Monte Carlo Tree Search extended by technique...
ACG
2003
Springer
13 years 12 months ago
2003
Springer
We describe two Go programs, ¢¡¤£¦¥ and ¢¡¤§¨£ , developed by a Monte-Carlo approach that is simpler than Bruegmann’s (1993) approach. Our method is based on Abra...
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...
ACG
2009
Springer
13 years 10 months ago
2009
Springer
Abstract. Monte-Carlo tree search, especially the UCT algorithm and its enhancements, have become extremely popular. Because of the importance of this family of algorithms, a deepe...