Hitchcock, P., Forman, E., Rothstein, N., Zhang, F., Kounios, J., Niv, Y., & Sims, C. (2022). Rumination derails reinforcement learning with possible implications for ineffective behavior. Clinical Psychological Science, 10(4), 714-733. [pdf][paper][data]
Song, M., Baah, P. A., Cai, M. B., & Niv, Y. (2022). Humans combine value learning and hypothesis testing strategically in multi-dimensional probabilistic reward learning. PLoS computational biology, 18(11), e1010699. [pdf][paper][data]
Bennett, D., Radulescu, A., Zorowitz, S., Felso, V., & Niv, Y. (2021). Affect-congruent attention drives changes in reward expectations. [preprint][data]
Rouhani, N., & Niv, Y. (2021). Signed and unsigned reward prediction errors dynamically enhance learning and memory. eLife, 10: e61077. [pdf][paper][data]
Shin, Y. S., & Niv, Y. (2021). Biased evaluations emerge from inferring hidden causes. Nature Human Behaviour. [pdf][data]
Zaller, I., Zorotiwtz, S., Niv, Y. (2021). Information Seeking on the Horizons Task Does Not Predict Anxious Symptomatology. Biological Psychiatry. 89(9), S217-S218. [pdf][data]
Zorowitz, S., Niv, Y., & Bennett, D. (2021). Inattentive responding can induce spurious associations between task behavior and symptom measures.[preprint][data]
Radulescu, A., Holmes, K., & Niv, Y. (2020). On the convergent validity of risk sensitivity measures. [manuscript][data]
Rouhani, N., Norman, K. A., & Niv, Y. (2018). Dissociable effects of surprising rewards on learning and memory. Journal of experimental psychology. Learning, memory, and cognition, 44(9), 1430–1443. [pdf][data_indDiff][data_memory][data_learning][data_readme]
Niv, Y., Daniel, R., Geana, A., Gershman, S. J., Leong, Y. C., Radulescu, A., & Wilson, R. C. (2015). Reinforcement learning in multidimensional environments relies on attention mechanisms. The Journal of neuroscience, 35(21), 8145–8157. [pdf][data][data_readme]
Niv, Y., Edlund, J., Dayan, P., O'Doherty, J. P. (2012). Neural prediction errors reveal a risk-sensitive reinforcement learning process in the human brain. The Journal of Neuroscience. 32(2), 551-562. [pdf][data][data_readme]