5 search results - page 1 / 1 » Adding Expert Knowledge and Exploration in Monte-Carlo Tree ... |
ACG
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. We present a new exploration term, more efficient than classical UCT-like exploration terms. It combines efficiently expert rules, patterns extracted from datasets, All-M...
AIIDE
2008
13 years 7 months ago
2008
Classic approaches to game AI require either a high quality of domain knowledge, or a long time to generate effective AI behaviour. These two characteristics hamper the goal of es...
AAAI
2012
11 years 7 months ago
2012
General Game Playing (GGP) agents must be capable of playing a wide variety of games skillfully. Monte-Carlo Tree Search (MCTS) has proven an effective reasoning mechanism for thi...
IJCAI
2001
13 years 6 months ago
2001
The algorithm presented here, BCC, is an enhancement of the well known Backtrack used to solve constraint satisfaction problems. Though most backtrack improvements rely on propaga...
ISCAPDCS
2007
13 years 6 months ago
2007
—The tremendous growth in the information culture, efficient digital searches are needed to extract and identify information from huge data. The notion that evolution in silicon ...