Dopamine encoding of novelty facilitates efficient uncertainty-driven exploration

When facing an unfamiliar environment, animals need to explore to gain new knowledge about which actions provide reward, but also put the newly acquired knowledge to use as quickly as possible. Optimal reinforcement learning strategies should therefore assess the uncertainties of these action-reward...

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Bibliographic Details
Main Authors: Wang, Y, Lak, A, Manohar, SG, Bogacz, R
Format: Journal article
Language:English
Published: Public Library of Science 2024