- Working papers
- A Radulescu, Y Niv, IC Ballard. Holistic reinforcement learning: the role of structure and attention [submitted].
- A Radulescu, Y Niv. State representation in mental illness [submitted].
- R Daniel, A Radulescu, Y Niv. Multidimensional probabilistic learning reveals impaired attentional control during reinforcement learning in older adults [in prep].
- A Radulescu, K Holmes, Y Niv. A large-sample assessment of convergent validity in measures of risk sensitivity [in prep].
- Peer-reviewed publications
- Y Leong*, A Radulescu*, R Daniel, V deWoskin, Y Niv. Dynamic interaction between reinforcement learning and attention in multidimensional environments. (2017). Neuron, 93(2), 451-463. *=equally contributing authors. [pdf]
- A Radulescu, R Daniel, Y Niv. The effects of aging on the interaction between reinforcement learning and attention. Psychology and Aging, 31(7), 747. [pdf]
- D Arkadir, A Radulescu, D Raymond, N Lubarr, SB Bressman, P Mazzoni, Y Niv. (2016). DYT1 dystonia increases risk taking in humans. eLife, 5, e14155. [pdf].
- Y Niv, R Daniel, A Geana, SJ Gershman, Y Leong, A Radulescu, RC Wilson. (2015). Reinforcement learning in multidimensional environments relies on attention mechanisms. Journal of Neuroscience, 35, 8145-8157. [pdf].
- SJ Gershman, A Radulescu, KA Norman, Y Niv. (2014). Statistical computations underlying the dynamics of memory updating. PLoS Computational Biology, 10, e1003939. [pdf].
- Conference proceedings
- A Radulescu, YC Leong, Y Niv. (2017). Reward sensitive attention dynamics during human reinforcement learning. Reinforcement Learning and Decision Making. [pdf]
- P Hitchcock, A Radulescu, Y Niv, C Sims. (2017). Building on solid ground: establishing the stability of computational modeling parameters. In Hitchcock, P. (Chair), Introducing Computational Clinical Science: New Techniques to Improve Methods, Theory, Diagnosis, and Prediction. Symposium to be presented at 51st Annual Convention for the Association for Behavioral and Cognitive Therapies , San Diego, California.
- A Radulescu, R Daniel, Y Niv. (2013). Age related differenced in learning to selectively attend. Reinforcement Learning and Decision Making. [pdf]
- Y Niv, A Langdon, A Radulescu. (2014). A free-choice premium in the basal ganglia. Trends in Cognitive Sciences, 19(1), 4-5. [pdf].
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