24 search results - page 1 / 5 » A Lock-Free Multithreaded Monte-Carlo Tree Search Algorithm |
ACG
2009
Springer
13 years 11 months ago
2009
Springer
With the recent success of Monte-Carlo tree search algorithms in Go and other games, and the increasing number of cores in standard CPUs, the efficient parallelization of the sear...
EVOW
2010
Springer
13 years 11 months ago
2010
Springer
Monte Carlo Tree Search is a recent algorithm that achieves more and more successes in various domains. We propose an improvement of the Monte Carlo part of the algorithm by modify...
CG
2010
Springer
13 years 2 months ago
2010
Springer
Monte-Carlo Tree Search (MCTS) is a successful algorithm used in many state of the art game engines. We propose to improve a MCTS solver when a game has more than two outcomes. It ...
CG
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. The Monte-Carlo Tree Search algorithm has been successfully applied in various domains. However, its performance heavily depends on the Monte-Carlo part. In this paper, w...
CG
2010
Springer
13 years 2 months ago
2010
Springer
Monte-Carlo Tree Search is now a well established algorithm, in games and beyond. We analyze its scalability, and in particular its limitations, and the implications in terms of pa...