Paper Info
Title
Towards Autonomous Creative Systems: A Computational Approach.
Abstract
This paper reviews the long-standing debate surrounding the nature of machine intelligence, autonomy and creativity and argues for an approach to developing autonomous computational creativity that models personal motivations, social interactions and the evolution of domains. The implications of this argument on the types of cognitive processes that are required for the development of autonomous computational creativity are explored and a possible approach to achieving the goal is described. In particular, this paper describes the development of artificial creative systems composed of intrinsically motivated agents engaging in language games to interact with a shared social and cultural environment. The paper discusses the implications that this type of approach may have for the development of autonomous creative systems.
Year
DOI
Venue
2012
10.1007/s12559-012-9131-x
Cognitive Computation
Keywords
DocType
Volume
Autonomy,Computational creativity,Artificial creative systems,Systems theories of creativity,Autopoiesis,Intrinsic motivation,Language games,Evolution of language
Journal
4
Issue
ISSN
Citations 
3
1866-9956
15
PageRank 
References 
Authors
0.97
14
1
Name
Order
Citations
PageRank
Rob Saunders1151.65