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» On the Reasoning Patterns of Agents in Games
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AAAI
2007
13 years 7 months ago
On the Reasoning Patterns of Agents in Games
What reasoning patterns do agents use to choose their actions in games? This paper studies this question in the context of Multi-Agent Influence Diagrams (MAIDs). It defines sev...
Avi Pfeffer, Ya'akov Gal
UAI
2008
13 years 6 months ago
Identifying reasoning patterns in games
We present an algorithm that identifies the reasoning patterns of agents in a game, by iteratively examining the graph structure of its Multi-Agent Influence Diagram (MAID) repres...
Dimitrios Antos, Avi Pfeffer
AAAI
2008
13 years 7 months ago
Using Reasoning Patterns to Simplify Games
In complex strategic situations decision-making agents interact with many other agents and have access to many pieces of information throughout their play. This usually leads to g...
Dimitrios Antos, Avi Pfeffer
ATAL
2004
Springer
13 years 10 months ago
Reasoning about Rationality and Beliefs
In order to succeed, agents playing games must reason about the mechanics of the game, the strategies of other agents, other agents’ reasoning about their strategies, and the ra...
Ya'akov Gal, Avi Pfeffer
AAAI
2011
12 years 4 months ago
Reasoning About General Games Described in GDL-II
Recently the general Game Description Language (GDL) has been extended so as to cover arbitrary games with incomplete/imperfect information. Learning—without human intervention...
Stephan Schiffel, Michael Thielscher