All Else Being Equal Be Empowered

Klyubin, A.S., Polani, D. and Nehaniv, C.L. (2005) All Else Being Equal Be Empowered. pp. 744-753. ISSN 0302-9743
Copy

The classical approach to using utility functions suffers from the drawback of having to design and tweak the functions on a case by case basis. Inspired by examples from the animal kingdom, social sciences and games we propose empowerment, a rather universal function, defined as the information-theoretic capacity of an agent’s actuation channel. The concept applies to any sensorimotoric apparatus. Empowerment as a measure reflects the properties of the apparatus as long as they are observable due to the coupling of sensors and actuators via the environment.

picture_as_pdf

picture_as_pdf
901933.pdf
Available under Creative Commons: 4.0

View Download

Atom BibTeX OpenURL ContextObject in Span OpenURL ContextObject Dublin Core MPEG-21 DIDL EndNote HTML Citation METS MODS RIOXX2 XML Reference Manager Refer ASCII Citation
Export

Downloads