An Information Theoretic Representation of Agent Dynamics as Set Intersections

Details An Information Theoretic Representation of Agent Dynamics as Set Intersections An Information Theoretic Representation of Agent Dynamics as Set Intersections

2011-07-05

arxiv.org/abs/1107.0998v1

Computer Science

Information Theory

Scientific paper

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.

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