Neuro Forum Intelligence Moderates Reinforcement Learning: a Mini-review of the Neural Evidence Acknowledgements: I Thank Peter Dayan and Nathaniel Daw for Their
نویسندگان
چکیده
Neuro Forum 1 2 3 Intelligence moderates reinforcement learning: a mini-review of the neural evidence 4 5 6 Chong Chen 1 7 1 Department of Psychiatry, Hokkaido University Graduate School of 8 Medicine, Sapporo 060-8638, Japan. Tel: (81)11-706-5973; Fax: (81)11-7069 5081; E-mail: [email protected] 10 11 12
منابع مشابه
Neuro Forum Intelligence moderates reinforcement learning: a mini-review of the neural evidence
Chen C. Intelligence moderates reinforcement learning: a minireview of the neural evidence. J Neurophysiol 113: 3459–3461, 2015. First published September 3, 2014; doi:10.1152/jn.00600.2014.—Our understanding of the neural basis of reinforcement learning and intelligence, two key factors contributing to human strivings, has progressed significantly recently. However, the overlap of these two li...
متن کاملNeural Computations Supporting Cognition: Rumelhart Prize Symposium in Honor of Peter Dayan
Principles of sound statistical inference underpin prominent accounts for a variety of cognitive phenomena, including perception, learning, and decision-making. Linking these building blocks of cognition to the biological substrate that supports them, recent work has investigated how the brain implements probabilistic inference and learning under uncertainty. The interplay between the psycholog...
متن کاملIntelligence moderates reinforcement learning: a mini-review of the neural evidence.
Our understanding of the neural basis of reinforcement learning and intelligence, two key factors contributing to human strivings, has progressed significantly recently. However, the overlap of these two lines of research, namely, how intelligence affects neural responses during reinforcement learning, remains uninvestigated. A mini-review of three existing studies suggests that higher IQ (espe...
متن کاملThe misbehavior of value and the discipline of the will
Most reinforcement learning models of animal conditioning operate under the convenient, though fictive, assumption that Pavlovian conditioning concerns prediction learning whereas instrumental conditioning concerns action learning. However, it is only through Pavlovian responses that Pavlovian prediction learning is evident, and these responses can act against the instrumental interests of the ...
متن کاملOpponent interactions between serotonin and dopamine
Anatomical and pharmacological evidence suggests that the dorsal raphe serotonin system and the ventral tegmental and substantia nigra dopamine system may act as mutual opponents. In the light of the temporal difference model of the involvement of the dopamine system in reward learning, we consider three aspects of motivational opponency involving dopamine and serotonin. We suggest that a tonic...
متن کامل