Model-Based choices involve prospective neural activity
BB Doll, KD Duncan, DA Simon, D Shohamy, ND Daw (In Press)
Nature Neuroscience
Cognitive Neuroscientist
My research focuses on how the brain's multiple learning and memory systems cooperate and compete to produce adaptive behavior. I use computational modeling, neuroimaging, behavioral studies, and genetics to assess the interplay of these systems.
I'm currently a post-doctoral researcher working at NYU with Nathaniel Daw and Columbia University with Daphna Shohamy. I completed my PhD in Cognitive Science at Brown University with Michael Frank.
Publications
Experiential reward learning outweighs instruction prior to adulthood
JH Decker, FS Lourenco, BB Doll, CA Hartley (In Press)
Cognitive, Affective, & Behavioral Neuroscience
Older adults are highly responsive to recent events during decision making
DA Worthy, AR Otto, BB Doll, KA Byrne, WT Maddox (In Press)
Decision
Multiple memory systems as substrates for multiple decision systems
BB Doll, D Shohamy, ND Daw (2014)
Neurobiology of Learning & Memory
Reduced susceptibility to confirmation bias in schizophrenia
BB Doll, JA Waltz, J Cockburn, JK Brown, MJ Frank, JM Gold (2014)
Cognitive, Affective, & Behavioral Neuroscience
The ubiquity of model-Based reinforcement learning
BB Doll, DA Simon, ND Daw (2012)
Current Opinion in Neurobiology 22 (6), 1075-1081
Rostrolateral prefrontal cortex and individual differences in uncertainty-Driven exploration
D Badre, BB Doll, NM Long, MJ Frank (2012)
Neuron 73 (3), 595-607
Dopaminergic genes predict individual differences in susceptibility to confirmation bias
BB Doll, KE Hutchison, MJ Frank (2011)
The Journal of Neuroscience 31 (16), 6188-6198
Beyond reversal: a critical role for human orbitofrontal cortex in flexible learning from probabilistic feedback
A Tsuchida, BB Doll, LK Fellows (2010)
The Journal of Neuroscience 30 (50), 16868-16875
Seeing is believing: Trustworthiness as a dynamic belief
LJ Chang, BB Doll, M van't Wout, MJ Frank, AG Sanfey (2010)
Cognitive Psychology 61 (2), 87-105
Instructional control of reinforcement learning: a behavioral and neurocomputational investigation
BB Doll, WJ Jacobs, AG Sanfey, MJ Frank (2009)
Brain Research 1299, 74-94
Prefrontal and striatal dopaminergic genes predict individual differences in exploration and exploitation
MJ Frank, BB Doll, J Oas-Terpstra, F Moreno (2009)
Nature Neuroscience 12 (8), 1062-1068
The basal ganglia in reward and decision making: computational models and empirical studies
BB Doll, MJ Frank (2009)
Handbook of Reward and Decision Making 399, 399-425