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Adaptive behaviour and feedback processing integrate experience and instruction in reinforcement learning.

Abstract:

In any non-deterministic environment, unexpected events can indicate true changes in the world (and require behavioural adaptation) or reflect chance occurrence (and must be discounted). Adaptive behaviour requires distinguishing these possibilities. We investigated how humans achieve this by integrating high-level information from instruction and experience. In a series of EEG experiments, instructions modulated the perceived informativeness of feedback: Participants performed a novel probab...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Publisher's version

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Publisher copy:
10.1016/j.neuroimage.2016.08.057

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Department:
Oxford, MSD, Experimental Psychology
Role:
Author
Publisher:
Elsevier Publisher's website
Journal:
NeuroImage Journal website
Volume:
146
Pages:
626-641
Publication date:
2016-08-27
Acceptance date:
2016-08-26
DOI:
ISSN:
1053-8119 and 1095-9572
Pubs id:
pubs:641831
URN:
uri:de54a729-5848-4b3d-926b-e80cb9050b43
UUID:
uuid:de54a729-5848-4b3d-926b-e80cb9050b43
Local pid:
pubs:641831
Language:
English
Keywords:

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