Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: 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) representation. If the decision of an agent participates in no
reasoning patterns, then we can effectively ignore that decision for the
purpose of calculating a Nash equilibrium for the game. In some cases, this can
lead to exponential time savings in the process of equilibrium calculation.
Moreover, our algorithm can be used to enumerate the reasoning patterns in a
game, which can be useful for constructing more effective computerized agents
interacting with humans.

29
The categories of this paper are: funct-an
5
The categories of this paper are: gr-qc
26
The categories of this paper are: bayes-an
15
The categories of this paper are: nucl-ex
32
The categories of this paper are: atom-ph
3
The categories of this paper are: physics
4
The categories of this paper are: cond-mat
11
The categories of this paper are: hep-lat
21
The categories of this paper are: adap-org
27
The categories of this paper are: comp-gas
36
The categories of this paper are: cmp-lg
10
The categories of this paper are: q-bio
14
The categories of this paper are: math-ph
6
The categories of this paper are: astro-ph
17
The categories of this paper are: q-fin
23
The categories of this paper are: solv-int