dr. Mojtaba Rostami Kandroodi
Assistant Professor
TSHD: Tilburg School of Humanities and Digital Sciences
TSHD: Department of Cognitive Science and Artificial Intelligence
Courses
- Calculus for Premasters DSS (Spring)
- Calculus for Premasters DSS (Fall)
- Machine Learning (Fall)
- Master thesis/Data Science in Action
- Machine Learning (Spring)
Recent publications
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Challenging the negative learning bias hypothesis of depression: Reve…
Brolsma, S. C. A., Vrijsen, J. N., Vassena, E., Kandroodi, M. R., Bergman, M. A., Van Eijndhoven, P. F., Collard, R. M., Den Ouden, H. E. M., Schene, A. H., & Cools, R. (2022). Challenging the negative learning bias hypothesis of depression: Reversal learning in a naturalistic psychiatric sample. Psychological Medicine, 52(2), 303-313. -
Effect of lysergic acid diethylamide (LSD) on reinforcement learning …
Kanen, J. W., Luo, Q., Rostami Kandroodi, M., Cardinal, R. N., Robbins, T. W., Nutt, D. J., Carhart-Harris, R. L., & den Ouden, H. E. M. (2022). Effect of lysergic acid diethylamide (LSD) on reinforcement learning in humans. Psychological Medicine, 1-12. -
Cortical dopamine reduces the impact of motivational biases governing…
Scholz, V., Hook, R. W., Kandroodi, M. R., Algermissen, J., Ioannidis, K., Christmas, D., Valle, S., Robbins, T. W., Grant, J. E., Chamberlain, S. R., & den Ouden, H. E. M. (2022). Cortical dopamine reduces the impact of motivational biases governing automated behaviour. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 47(8), 1503-1512. -
Optimal Reinforcement Learning with Asymmetric Updating in Volatile E…
Kandroodi, M. R., Vahabie, A.-H., Ahmadi, S., Araabi, B. N., & Ahmadabadi, M. N. (2021, Feb 16). Optimal Reinforcement Learning with Asymmetric Updating in Volatile Environments: a Simulation Study. -
Effects of methylphenidate on reinforcement learning depend on workin…
Rostami Kandroodi, M., Cook, J. L., Swart, J. C., Froböse, M. I., Geurts, D. E. M., Vahabie, A. H., Nili Ahmadabadi, M., Cools, R., & den Ouden, H. E. M. (2021). Effects of methylphenidate on reinforcement learning depend on working memory capacity. Psychopharmacology, 238(12), 3569-3584.