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An Exploitative Monte-Carlo Poker Agent

Schweizer, Immanuel and Panitzek, Kamill and Park, Sang-Hyeun and Fürnkranz, Johannes (2009):
An Exploitative Monte-Carlo Poker Agent.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Abstract

The poker agent AKI-REALBOT described in this paper was designed to participate in the 6-player Limit competition which was part of the Computer Poker Challenge at the AAAI 2008 conference.It ended up in second place, its performance being mostly due to its ability to exploit weaker bots and still play fairly well against stronger players. This paper describes the architecture of the program and the Monte-Carlo decision tree-based decision engine that was used to make the bot’s decision. It will focus the attention on the modifications which made the bot successful in exploiting weaker bots.

Item Type: Report
Erschienen: 2009
Creators: Schweizer, Immanuel and Panitzek, Kamill and Park, Sang-Hyeun and Fürnkranz, Johannes
Title: An Exploitative Monte-Carlo Poker Agent
Language: English
Abstract:

The poker agent AKI-REALBOT described in this paper was designed to participate in the 6-player Limit competition which was part of the Computer Poker Challenge at the AAAI 2008 conference.It ended up in second place, its performance being mostly due to its ability to exploit weaker bots and still play fairly well against stronger players. This paper describes the architecture of the program and the Monte-Carlo decision tree-based decision engine that was used to make the bot’s decision. It will focus the attention on the modifications which made the bot successful in exploiting weaker bots.

Divisions: 20 Department of Computer Science
20 Department of Computer Science > Knowl­edge En­gi­neer­ing
Date Deposited: 24 Jun 2011 14:43
Official URL: http://www.ke.informatik.tu-darmstadt.de/publications/report...
Identification Number: TUD-KE-2009-02
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