Agent Cognitive Capability and Orders of Emergence
Goldspink, Chris (2009) Agent Cognitive Capability and Orders of Emergence In: Proceedings of AISB Convention, Communication, Interaction and Social Intelligence Aberdeen, UK April 1-4. Society for the Study of Artificial Intelligence and the Simulation of Behaviour.
This chapter critically examines our theoretical understanding of the dialectical relationship between emergent social structures and agent behaviors. While much has been written about emergence individually as a concept and the use of simulation methods are being increasingly applied to the exploration of social behavior, the concept of ‘social emergence’ remains ill defined. Furthermore there has been little theoretical treatment or practical exploration of how both the range and type of emergent structures observed may change as agents are endowed with increasingly sophisticated cognitive abilities. While we are still a very long way from being able to build artificial agents with human-like cognitive capabilities it would be timely to revisit the extent of the challenge and to see where recent advances in our understanding of higher order cognition leave us. This chapter provides a brief recount of the theory of emergence, considers recent contributions to thinking about orders of emergence, and unpacks these in terms of implied agent characteristics. Observations are made about the implications of alternative cognitive paradigms and the position is proposed that an enactivist view provides the most logical pathway to advancing our understanding. The chapter concludes by presenting an account of reflexive and non-reflexive modes of emergence which incorporates this view.
|Item Type:||Book Section|
|Divisions :||Faculty of Arts and Social Sciences > Department of Sociology > Centre for Research in Social Simulation (CRESS)|
|Date :||1 January 2009|
|Additional Information :||Forthcoming in: Trajkovski, Goran and Collins, Samuel (eds), Agent-Based Societies: Social and Cultural Interactions.|
|Depositing User :||Mr Adam Field|
|Date Deposited :||27 May 2010 14:42|
|Last Modified :||13 Sep 2012 11:42|
Actions (login required)
Downloads per month over past year