Can evolutionary robotics generate simulation models of autopoiesis?

This manuscript was originally targeted at the audience of this year’s Artificial Life XI conference, which was held 5-8 August in Winchester, UK. It is made available here as a new Cognitive Science Research Paper.

Can evolutionary robotics generate simulation models of autopoiesis?

Tom Froese and Ezequiel Di Paolo
Cognitive Science Research Paper ( CSRP 598 )
University of Sussex, UK

There are some signs that a resurgence of interest in modeling constitutive autonomy is underway. This paper contributes to this recent development by exploring the possibility of using evolutionary robotics, traditionally only used as a generative mechanism for the study of embodied-embedded cognitive systems, to generate simulation models of constitutively autonomous systems. Such systems, which are autonomous in the sense that they self-constitute an identity under precarious conditions, have so far been elusive. The challenges and opportunities involved in such an endeavor are explicated in terms of a concrete model. While we conclude that this model fails to fully satisfy all the organizational criteria that are required for constitutive autonomy, it nevertheless serves to illustrate that evolutionary robotics at least has the potential to become a valuable tool for generating such models.

Click here to download the full paper.


Leave a Reply

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )


Connecting to %s

%d bloggers like this: