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» Finding Optimal Strategies for Imperfect Information Games
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CG
2004
Springer
14 years 1 months ago
Current Challenges in Multi-player Game Search
Abstract. Years of work have gone into algorithms and optimizations for twoplayer perfect-information games such as Chess and Checkers. It is only more recently that serious resear...
Nathan R. Sturtevant
ATAL
2008
Springer
13 years 9 months ago
Solving two-person zero-sum repeated games of incomplete information
In repeated games with incomplete information, rational agents must carefully weigh the tradeoffs of advantageously exploiting their information to achieve a short-term gain versu...
Andrew Gilpin, Tuomas Sandholm
CIG
2005
IEEE
13 years 9 months ago
Monte Carlo Planning in RTS Games
Abstract- Monte Carlo simulations have been successfully used in classic turn–based games such as backgammon, bridge, poker, and Scrabble. In this paper, we apply the ideas to th...
Michael Chung, Michael Buro, Jonathan Schaeffer
AAAI
2010
13 years 9 months ago
Understanding the Success of Perfect Information Monte Carlo Sampling in Game Tree Search
Perfect Information Monte Carlo (PIMC) search is a practical technique for playing imperfect information games that are too large to be optimally solved. Although PIMC search has ...
Jeffrey Richard Long, Nathan R. Sturtevant, Michae...
FSTTCS
2006
Springer
13 years 11 months ago
Almost Optimal Strategies in One Clock Priced Timed Games
We consider timed games extended with cost information, and prove computability of the optimal cost and of -optimal memoryless strategies in timed games with one clock. In contrast...
Patricia Bouyer, Kim Guldstrand Larsen, Nicolas Ma...