146 search results - page 7 / 30 » Parallel Monte-Carlo Tree Search |
96
Voted
ACG
2009
Springer
15 years 6 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...
90
Voted
ACG
2009
Springer
15 years 3 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...
147
click to vote
EUROGP
2010
Springer
15 years 6 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...
79
Voted
ICGA
2007
14 years 11 months ago
2007
We experimented a simple yet powerful optimization for Monte-Carlo Go tree search. It consists in dealing appropriately with strings that have two liberties. The heuristic is cont...
93
Voted
CG
2010
Springer
14 years 9 months ago
2010
Springer
Monte Carlo Tree Search has given computer go a significant boost in strength the past few years, but progress seems to have slowed, and once again we have to ask ourselves how can...