General Self-Motivation and Strategy Identification: Case Studies Based on Sokoban and Pac-Man

In this paper, we use empowerment, a recently introduced biologically inspired measure, to allow an AI player to assign utility values to potential future states within a previously unencountered game without requiring explicit specification of goal states. We further introduce strategic affinity, a...

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Vydáno v:	IEEE transactions on computational intelligence and AI in games. Ročník 6; číslo 1; s. 1 - 17
Hlavní autoři:	Anthony, Tom, Polani, Daniel, Nehaniv, Chrystopher L.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 01.03.2014
Témata:	Affinity Artificial intelligence Artificial intelligence (AI) Cognition Computers Entropy Games information theory Intelligence Mutual information Players Random variables Specifications Strategy Utilities
ISSN:	1943-068X, 1943-0698
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