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Reinforcement learning: the good, the bad and the ugly.

Dayan, P; Niv, Y; (2008) Reinforcement learning: the good, the bad and the ugly. Curr Opin Neurobiol , 18 (2) 185 - 196. 10.1016/j.conb.2008.08.003.

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Abstract

Reinforcement learning provides both qualitative and quantitative frameworks for understanding and modeling adaptive decision-making in the face of rewards and punishments. Here we review the latest dispatches from the forefront of this field, and map out some of the territories where lie monsters.

Type:Article
Title:Reinforcement learning: the good, the bad and the ugly.
Location:England
DOI:10.1016/j.conb.2008.08.003
Language:English
Keywords:Adaptation, Psychological, Competitive Behavior, Decision Making, Humans, Learning, Nerve Net, Punishment, Reinforcement (Psychology), Reward, Time Factors
UCL classification:UCL > School of Life and Medical Sciences > Faculty of Life Sciences > Gatsby Computational Neuroscience Unit

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