Reward Processing

R A Wise, and P P Rompre, Brain Processing and Reward,1989

Schultz, W., Dayan, P., & Montague, P. R. (1997). A Neural Substrate of Prediction and Reward. Science, 275(5306), 1593–1599.

Watkins, Christopher JCH, and Peter Dayan. Q-learningMachine learning 8, no. 3–4 (1992): 279–292.

Dayan, Peter. The convergence of TD (λ) for general λ. Machine learning 8, no. 3–4 (1992): 341–362.


The Role of Neurotransmitters

B Seymour, N D. Daw, J P. Roiser, P Dayan and R Dolan. Serotonin Selectively Modulates Reward Value in Human Decision-Making. Journal of Neuroscience 25 April 2012, 32 (17) 5833-5842


Iowa Gambling Task


Leonardo Emanuel Hess, Ariel Haimovici, Miguel Angel Mu˜noz, and Pedro Montoya. Beyond pain: modeling decision-making deficits in chronic pain. Frontiers in behavioral neuroscience, 8, 2014.

Rivalan, M., Valton, V., Seriès, P., Marchand, A. R., and Dellu-Hagedorn, F. (2013). Elucidating poor decision-making in a rat gambling task. PLoS One 8:e82052.

Steingroever, H., Wetzels, R., and Wagenmakers, E. J. (2013).  Validating the PVL-Delta model for the Iowa gambling task. Front. Psychol. 4:898. doi: 10.

Steyvers, M., Lee, M. D., and Wagenmakers, E. J. (2009). A Bayesian analysis of human decision-making on bandit problems. J. Math. Psychol. 53, 168–179.

Wetzels, R., Vandekerckhove, J., Tuerlinckx, F., and Wagenmakers, E. J. (2010) Bayesian parameter estimation in the expectancy valence model of the Iowa  gambling task. J. Math. Psychol.54, 14–27.

Worthy, D. A., Haethorne, M. J., and Otto, A. R. (2013). Heterogeneity of strategy use in the Iowa gambling task: a comparison of win-stay/lose-shift and  reinforcement learning models. Psychon. Bull. Rev.20, 364–371

Horstmann, A., Villringer, A., and Neumann, J. (2012). Iowa gambling task: there is more to consider than long-term outcome-using a linear equation model to disentangle the impact of outcome and frequency of gains and losses.Front. Neurosci.6:61.







Reward Processing Changes in Neurological Disorders and Older Age

Darrell A. Worthy et al, Older Adults Are Highly Responsive to Recent Events During Decision-Making, 2014

Brian R. Spisak et al. The age of exploration and exploitation: Younger-looking leaders endorsed for change and older-looking leaders endorsed for stability, 2014

James Gold et al. Reward Processing in Schizophrenia: A Deficit in the Representation of Value, 2008


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Irina Rish,
Feb 11, 2017, 7:06 PM
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