A distributional code for value in dopamine-based reinforcement learning

Author:

Dabney Will,Kurth-Nelson Zeb,Uchida Naoshige,Starkweather Clara Kwon,Hassabis Demis,Munos Rémi,Botvinick Matthew

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Reference42 articles.

1. Schultz, W., Stauffer, W. R. & Lak, A. The phasic dopamine signal maturing: from reward via behavioural activation to formal economic utility. Curr. Opin. Neurobiol. 43, 139–148 (2017).

2. Glimcher, P. W. Understanding dopamine and reinforcement learning: the dopamine reward prediction error hypothesis. Proc. Natl Acad. Sci. USA 108, 15647–15654 (2011).

3. Watabe-Uchida, M., Eshel, N. & Uchida, N. Neural circuitry of reward prediction error. Annu. Rev. Neurosci. 40, 373–394 (2017).

4. Morimura, T., Sugiyama, M., Kashima, H., Hachiya, H. & Tanaka, T. Parametric return density estimation for reinforcement learning. In Proc. 26th Conference on Uncertainty in Artificial Intelligence (eds Grunwald, P. & Spirtes, P.) http://dl.acm.org/citation.cfm?id=3023549.3023592 (2010).

5. Bellemare, M. G., Dabney, W., & Munos, R. A distributional perspective on reinforcement learning. In International Conference on Machine Learning (eds Precup, D. & The, Y. W.) 449–458 (2017).

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