Is There a Future for AI Without Representation?

Author: Müller, Vincent¹

Source: Minds and Machines, Volume 17, Number 1, March 2007 , pp. 101-115(15)

Publisher: Springer

Key:

- Free Content

- New Content

- Subscribed Content

- Free Trial Content

Abstract:

This paper investigates the prospects of Rodney Brooks' proposal for AI without representation. It turns out that the supposedly characteristic features of “new AI” (embodiment, situatedness, absence of reasoning, and absence of representation) are all present in conventional systems: “New AI” is just like old AI. Brooks proposal boils down to the architectural rejection of central control in intelligent agents—Which, however, turns out to be crucial. Some of more recent cognitive science suggests that we might do well to dispose of the image of intelligent agents as central representation processors. If this paradigm shift is achieved, Brooks' proposal for cognition without representation appears promising for full-blown intelligent agents—Though not for conscious agents.

Keywords: AI; Artificial intelligence; Brooks; Central control; Computationalism; Function; Embodiment; Grounding; Representation; Representationalism; Subsumption architecture