More than the sum of its parts: a role for the hippocampus in configural reinforcement learning
K Duncan, BB Doll, ND Daw, D Shohamy (2018)
Neuron 98, 1-13
Duncan_EtAl_Neuron_18.pdfCognitive 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.
Publications
Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala
LY Atlas, BB Doll, J Li, ND Daw, EA Phelps (2016)
eLife 5:e15192
Atlas_EtAl_eLife_16.pdfThe expanding role of dopamine
BB Doll, ND Daw (2016)
eLife 5:e15963
Doll_Daw_eLife_16.pdfDopamine modulation of intertemporal decision-making: Evidence from Parkinson’s disease
K Foerde, B Figner, BB Doll, EK Braun, E Weber, D Shohamy (2016)
Journal of Cognitive Neuroscience 28, 1-11
Foerde_EtAl_JoCN_16.pdfVariability in dopamine genes dissociates model-based and model-free reinforcement learning
BB Doll, KG Bath, ND Daw, MJ Frank (2016)
Journal of Neuroscience 36, 1211-1222
Doll_EtAl_JN_16.pdfInstrumental learning of traits versus rewards: Dissociable neural correlates and effects on decision making
LM Hackel, BB Doll, DM Amodio (2015)
Nature Neuroscience 18, 1233-1235
Hackel_EtAl_NN_15.pdfModel-Based choices involve prospective neural activity
BB Doll, KD Duncan, DA Simon, D Shohamy, ND Daw (2015)
Nature Neuroscience 18, 767-772
Doll_EtAl_NN_15.pdfExperiential reward learning outweighs instruction prior to adulthood
JH Decker, FS Lourenco, BB Doll, CA Hartley (2015)
Cognitive, Affective, & Behavioral Neuroscience 2, 310-320
Decker_EtAl_CABN_15.pdfOlder adults are highly responsive to recent events during decision making
DA Worthy, AR Otto, BB Doll, KA Byrne, WT Maddox (2015)
Decision 2 (1), 27-38
Worthy_EtAl_Decision_15.pdfMultiple memory systems as substrates for multiple decision systems
BB Doll, D Shohamy, ND Daw (2015)
Neurobiology of Learning & Memory 117, 4-13
Doll_EtAl_NLM_15.pdfReduced susceptibility to confirmation bias in schizophrenia
BB Doll, JA Waltz, J Cockburn, JK Brown, MJ Frank, JM Gold (2014)
Cognitive, Affective, & Behavioral Neuroscience 2, 715-728
Doll_EtAl_CABN_14.pdfThe ubiquity of model-Based reinforcement learning
BB Doll, DA Simon, ND Daw (2012)
Current Opinion in Neurobiology 22 (6), 1075-1081
Doll_EtAl_COiN_12.pdfRostrolateral prefrontal cortex and individual differences in uncertainty-Driven exploration
D Badre, BB Doll, NM Long, MJ Frank (2012)
Neuron 73 (3), 595-607
Badre_EtAl_Neuron_12.pdfDopaminergic genes predict individual differences in susceptibility to confirmation bias
BB Doll, KE Hutchison, MJ Frank (2011)
The Journal of Neuroscience 31 (16), 6188-6198
Doll_EtAl_JN_11.pdfBeyond 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
Tsuchida_EtAl_JN_10.pdfSeeing 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
Chang_EtAl_CP_10.pdfInstructional control of reinforcement learning: a behavioral and neurocomputational investigation
BB Doll, WJ Jacobs, AG Sanfey, MJ Frank (2009)
Brain Research 1299, 74-94
Doll_EtAl_BR_09.pdfPrefrontal 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
Frank_EtAl_NN_09.pdfThe 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
Doll_EtAl_RDM_09.pdf