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Mind, Body, World- Foundations of Cognitive Science, 2013a

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Similarly, Braitenberg (1984) argued that when researchers explain behaviour<br />

by appealing to internal processes, they ignore the environment: “When we analyze<br />

a mechanism, we tend to overestimate its complexity” (p. 20). He suggested an<br />

alternative approach, synthetic psychology, in which simple agents (such as robots)<br />

are built and then observed in environments <strong>of</strong> varying complexity. This approach<br />

can provide cognitive science with more powerful, and much simpler, theories by<br />

taking advantage <strong>of</strong> the fact that not all <strong>of</strong> the intelligence must be placed inside an<br />

agent.<br />

Embodied cognitive scientists recognize that the external world can be used<br />

to scaffold cognition and that working memory—and other components <strong>of</strong> a classical<br />

architecture—have leaked into the world (Brooks, 1999; Chemero, 2009;<br />

Clark, 1997, 2003; Hutchins, 1995; Pfeifer & Scheier, 1999). In many respect, embodied<br />

cognitive science is primarily a reaction against the overemphasis <strong>of</strong> internal<br />

processing that is imposed by the classical sandwich.<br />

5.4 Embodiment, Situatedness, and Feedback<br />

Theories that incorporate stigmergy demonstrate the plausibility <strong>of</strong> removing central<br />

cognitive control; perhaps embodied cognitive science could replace the classical<br />

sandwich’s sense-think-act cycle with sense-act reflexes.<br />

The realization was that the so-called central systems <strong>of</strong> intelligence—or core AI<br />

as it has been referred to more recently—was perhaps an unnecessary illusion, and<br />

that all the power <strong>of</strong> intelligence arose from the coupling <strong>of</strong> perception and actuation<br />

systems. (Brooks, 1999, p. viii)<br />

For a stigmergic theory to have any power at all, agents must exhibit two critical<br />

abilities. First, they must be able to sense their world. Second, they must be able to<br />

physically act upon the world. For instance, stigmergic control <strong>of</strong> nest construction<br />

would be impossible if wasps could neither sense local attributes <strong>of</strong> nest structure<br />

nor act upon the nest to change its appearance.<br />

In embodied cognitive science, an agent’s ability to sense its world is called situatedness.<br />

For the time being, we will simply equate situatedness with the ability to<br />

sense. However, situatedness is more complicated than this, because it depends critically<br />

upon the physical nature <strong>of</strong> an agent, including its sensory apparatus and its<br />

bodily structure. These issues will be considered in more detail in the next section.<br />

In embodied cognitive science, an agent’s ability to act upon and alter its world<br />

depends upon its embodiment. In the most general sense, to say that an agent is<br />

embodied is to say that it is an artifact, that it has physical existence. Thus while<br />

neither a thought experiment (Braitenberg, 1984) nor a computer simulation<br />

(Wilhelms & Skinner, 1990) for exploring a Braitenberg vehicle are embodied, a<br />

216 Chapter 5

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