Index Terms
- Technical perspective: Solving imperfect information games
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Generating and solving imperfect information games
IJCAI'95: Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2Work on game playing in AI has typically ignored games of imperfect information such as poker. In this paper we present a framework for dealing with such games. We point out several important issues that arise only in the context of imperfect ...
Endgame Solving in Large Imperfect-Information Games
AAMAS '15: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent SystemsThe leading approach for computing strong game-theoretic strategies in large imperfect-information games is to first solve an abstracted version of the game offline, then perform a table lookup during game play. We consider a modification to this ...
Scalable sub-game solving for imperfect-information games
AbstractCounterfactual regret minimization (CFR) is a popular and effective method for solving a game with imperfect information. The effect of CFR is limited by the size of the game state space. With the increase in the number of game ...
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