9 search results - page 2 / 2 » Lambda-Search in Game Trees - with Application to Go |
CG
2008
Springer
13 years 6 months ago
2008
Springer
Recently, Monte-Carlo Tree Search (MCTS) has advanced the field of computer Go substantially. In this article we investigate the application of MCTS for the game Lines of Action (L...
ESANN
2008
13 years 6 months ago
2008
In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
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...
CP
2007
Springer
13 years 11 months ago
2007
Springer
It has recently been shown, for the Constraint Satisfaction Problem (CSP), that the state associated with a node of the search tree built by a backtracking algorithm can be exploit...