Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Information Theoretic Representation of Agent Dynamics as Set
  Intersections   We represent agents as sets of strings. Each string encodes a potential
interaction with another agent or environment. We represent the total set of
dynamics between two agents as the intersection of their respective strings, we
prove complexity properties of player interactions using Algorithmic
Information Theory. We show how the proposed construction is compatible with
Universal Artificial Intelligence, in that the AIXI model can be seen as
universal with respect to interaction.

31
The categories of this paper are: ao-sci
13
The categories of this paper are: quant-ph
17
The categories of this paper are: q-fin
34
The categories of this paper are: chem-ph
14
The categories of this paper are: math-ph
9
The categories of this paper are: nlin
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
25
The categories of this paper are: patt-sol
4
The categories of this paper are: cond-mat
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The categories of this paper are: atom-ph
37
The categories of this paper are: supr-con
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th
5
The categories of this paper are: gr-qc
30
The categories of this paper are: q-alg