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Novelty and Inductive Generalization in Human Reinforcement Learning

In reinforcement learning, a decision maker searching for the most rewarding option is often faced with the question: what is the value of an option that has never been tried before? One way to frame this question is as an inductive problem: how can I generalize my previous experience with one set o...

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Publicat a:Top Cogn Sci
Autors principals: Gershman, Samuel J., Niv, Yael
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4537661/
https://ncbi.nlm.nih.gov/pubmed/25808176
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/tops.12138
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