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PKDD
2009
Springer
107views Data Mining» more  PKDD 2009»
13 years 12 months ago
Neural Networks for State Evaluation in General Game Playing
Unlike traditional game playing, General Game Playing is concerned with agents capable of playing classes of games. Given the rules of an unknown game, the agent is supposed to pla...
Daniel Michulke, Michael Thielscher
AISC
2010
Springer
13 years 8 months ago
How to Correctly Prune Tropical Trees
We present tropical games, a generalization of combinatorial min-max games based on tropical algebras. Our model breaks the traditional symmetry of rational zero-sum games where pl...
Jean-Vincent Loddo, Luca Saiu
AAAI
2004
13 years 6 months ago
A General Solution to the Graph History Interaction Problem
Since the state space of most games is a directed graph, many game-playing systems detect repeated positions with a transposition table. This approach can reduce search effort by ...
Akihiro Kishimoto, Martin Müller 0003
ACG
2009
Springer
13 years 12 months ago
Monte-Carlo Tree Search in Settlers of Catan
Abstract. Games are considered important benchmark tasks of artificial intelligence research. Modern strategic board games can typically be played by three or more people, which m...
Istvan Szita, Guillaume Chaslot, Pieter Spronck