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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on computational intelligence and AI in games. Jg. 6; H. 1; S. 1 - 17
Hauptverfasser:	Anthony, Tom, Polani, Daniel, Nehaniv, Chrystopher L.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.03.2014
Schlagworte:	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
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!