Prefrontal cortex as a meta-reinforcement learning system

Author:

Wang Jane X.ORCID,Kurth-Nelson Zeb,Kumaran Dharshan,Tirumala Dhruva,Soyer Hubert,Leibo Joel Z.,Hassabis Demis,Botvinick MatthewORCID

Publisher

Springer Science and Business Media LLC

Subject

General Neuroscience

Reference55 articles.

1. Sutton, R. S. & Barto, A. G. Reinforcement Learning: An Introduction (MIT Press, Cambridge, MA, USA, 1998).

2. Montague, P. R., Dayan, P. & Sejnowski, T. J. A framework for mesencephalic dopamine systems based on predictive Hebbian learning. J. Neurosci. 16, 1936–1947 (1996).

3. Daw, N. D. & Tobler, P. N. Value learning through reinforcement: the basics of dopamine and reinforcement learning. Neuroeconomics: Decision Making and the Brain 2nd edn. (eds. Glimcher, P. W. & Fehr, E) 283–298 (Academic, New York, 2014).

4. Rushworth, M. F. & Behrens, T. E. Choice, uncertainty and value in prefrontal and cingulate cortex. Nat. Neurosci. 11, 389–397 (2008).

5. Seo, H. & Lee, D. Cortical mechanisms for reinforcement learning in competitive games. Phil. Trans. R. Soc. Lond. B 363, 3845–3857 (2008).

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