Cognitive agents - a procedural perspective relying on the predictability of Object-Action-Complexes (OACs)

Worgotter, F., Agostini, A., Kruger, N., Shylo, N. and Porr, B. (2009) Cognitive agents - a procedural perspective relying on the predictability of Object-Action-Complexes (OACs). Robotics and Autonomous Systems, 57(4), pp. 420-432. (doi:10.1016/j.robot.2008.06.011)

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Abstract

Embodied cognition suggests that complex cognitive traits can only arise when agents have a body situated in the world. The aspects of embodiment and situatedness are being discussed here from the perspective of linear systems theory. This perspective treats bodies as dynamic, temporally variable entities, which can be extended (or curtailed) at their boundaries. We show how acting agents can, for example, actively extend their body for some time by incorporating predictably behaving parts of the world and how this affects the transfer functions. We suggest chat primates have mastered this to a large degree increasingly splitting their world into predictable and unpredictable entities. we argue that temporary body extension may have been instrumental in paving the way for the development of higher cognitive complexity as it is reliably widening the cause-effect horizon about the actions of the agent. A first robot experiment is sketched to support these ideas. We continue discussing the concept of Object-Action Complexes (OACs) introduced by the European PACO-PLUS consortium to emphasize the notion that, for a cognitive agent. objects and actions are inseparably intertwined. In another robot experiment we devise a semi-supervised procedure using the OAC-concept to demonstrate how an agent can acquire knowledge about its world. Here the notion of predicting changes fundamentally underlies the implemented procedure and we try to show how this concept can be used to improve the robot's inner model and behaviour. Hence. in this article we have tried to show how predictability can be used to augment the agent's body and to acquire knowledge about the external world, possibly leading to more advanced cognitive traits. (c) 2008 Elsevier B.V. All rights reserved

Item Type:Articles
Keywords:Caledonian crows, cognition, complexes, constructivism, embodied cognition, model, models, predictions, science, system, systems, systems theory, time
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Porr, Dr Bernd
Authors: Worgotter, F., Agostini, A., Kruger, N., Shylo, N., and Porr, B.
College/School:College of Science and Engineering > School of Engineering > Biomedical Engineering
Journal Name:Robotics and Autonomous Systems
ISSN:0921-8890
Published Online:15 July 2008

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