DocumentCode
1577232
Title
What are intrinsic motivations? A biological perspective
Author
Baldassarre, Gianluca
Author_Institution
Lab. of Comput. Embodied Neurosci., Consiglio Naz. delle Ric. (LOCEN-ISTC-CNR), Rome, Italy
Volume
2
fYear
2011
Firstpage
1
Lastpage
8
Abstract
The concept of “intrinsic motivation”, initially proposed and developed within psychology, is gaining an increasing attention within cognitive sciences for its potential to produce open-ended learning machines and robots. However, a clear definition of the phenomenon is not yet available. This theoretical paper aims to clarify what intrinsic motivations are from a biological perspective. To this purpose, it first shows how intrinsic motivations can be defined contrasting them to extrinsic motivations from an evolutionary perspective: whereas extrinsic motivations guide learning of behaviours that directly increase fitness, intrinsic motivations drive the acquisition of knowledge and skills that contribute to produce behaviours that increase fitness only in a later stage. Given this difference, extrinsic motivations generate learning signals on the basis of events involving body homeostatic regulations, whereas intrinsic motivations generate learning signals based on events taking place within the brain itself. These ideas are supported by presenting some examples of biological mechanisms underlying the two types of motivations. The paper closes by linking the theory to the current major computational views on intrinsic motivations and by listing the main open issues of the field.
Keywords
cognition; learning (artificial intelligence); psychology; biological mechanism; biological perspective; body homeostatic regulation; cognitive science; extrinsic motivation; intrinsic motivation; knowledge acquisition; learning signal; open-ended learning machine; psychology; robot; Biology;
fLanguage
English
Publisher
ieee
Conference_Titel
Development and Learning (ICDL), 2011 IEEE International Conference on
Conference_Location
Frankfurt am Main
ISSN
2161-9476
Print_ISBN
978-1-61284-989-8
Type
conf
DOI
10.1109/DEVLRN.2011.6037367
Filename
6037367
Link To Document