Ross Otto
TitleCited byYear
Working-memory capacity protects model-based learning from stress
AR Otto, CM Raio, A Chiang, EA Phelps, ND Daw
Proceedings of the National Academy of Sciences 110 (52), 20941-20946, 2013
2062013
The curse of planning: dissecting multiple reinforcement-learning systems by taxing the central executive
AR Otto, SJ Gershman, AB Markman, ND Daw
Psychological science 24 (5), 751-761, 2013
1792013
Retrospective revaluation in sequential decision making: A tale of two systems.
SJ Gershman, AB Markman, AR Otto
Journal of Experimental Psychology: General 143 (1), 182, 2014
1132014
Cognitive Control Predicts Use of Model-based Reinforcement Learning
AR Otto, A Skatova, S Madlon-Kay, ND Daw
Journal of Cognitive Neuroscience 27 (2), 319–333, 2015
872015
Model-based learning protects against forming habits
C Gillan, AR Otto, EA Phelps, ND Daw
Cognitive, Affective, & Behavioral Neuroscience, 2015
822015
Heterogeneity of strategy use in the Iowa gambling task: a comparison of win-stay/lose-shift and reinforcement learning models
DA Worthy, MJ Hawthorne, AR Otto
Psychonomic bulletin & review 20 (2), 364-371, 2013
792013
The nature of belief-directed exploratory choice in human decision-making
WB Knox, AR Otto, P Stone, B Love
Frontiers in psychology 2, 398, 2012
482012
There are at least two kinds of probability matching: Evidence from a secondary task
AR Otto, EG Taylor, AB Markman
Cognition 118 (2), 274-279, 2011
482011
Regulatory fit and systematic exploration in a dynamic decision-making environment.
AR Otto, AB Markman, TM Gureckis, BC Love
Journal of Experimental Psychology: Learning, Memory, and Cognition 36 (3), 797, 2010
472010
From creatures of habit to goal-directed learners: tracking the developmental emergence of model-based reinforcement learning
JH Decker, AR Otto, ND Daw, CA Hartley
Psychological science 27 (6), 848-858, 2016
442016
Working-memory load and temporal myopia in dynamic decision making.
DA Worthy, AR Otto, WT Maddox
Journal of Experimental Psychology: Learning, Memory, and Cognition 38 (6), 1640, 2012
402012
The influence of depression symptoms on exploratory decision-making
NJ Blanco, AR Otto, WT Maddox, CG Beevers, BC Love
Cognition 129 (3), 563-568, 2013
282013
You don't want to know what you're missing: When information about forgone rewards impedes dynamic decision making
AR Otto, BC Love
Judgment and Decision Making 5 (1), 1, 2010
272010
Navigating through abstract decision spaces: Evaluating the role of state generalization in a dynamic decision-making task
AR Otto, TM Gureckis, AB Markman, BC Love
Psychonomic Bulletin & Review 16 (5), 957-963, 2009
212009
Taking more, now: The optimality of impulsive choice hinges on environment structure
AR Otto, AB Markman, BC Love
Social Psychological and Personality Science 3 (2), 131-138, 2012
172012
Three attempts to replicate the behavioral sunk‐cost effect: A note on Cunha and Caldieraro (2009)
AR Otto
Cognitive Science 34 (8), 1379-1383, 2010
162010
Physiological and behavioral signatures of reflective exploratory choice
AR Otto, WB Knox, AB Markman, BC Love
Cognitive, Affective, & Behavioral Neuroscience 14 (4), 1167-1183, 2014
142014
Unexpected but Incidental Positive Outcomes Predict Real-World Gambling
AR Otto, S Fleming, P Glimcher
Psychological Science 27 (3), 299-311, 2016
132016
Exploratory Decision-Making as a Function of Lifelong Experience, Not Cognitive Decline.
NJ Blanco, BC Love, M Ramscar, AR Otto, K Smayda, WT Maddox
Journal of Experimental Psychology: General, 2016
132016
Rule abstraction, model-based choice, and cognitive reflection
HJ Don, MB Goldwater, AR Otto, EJ Livesey
Psychonomic bulletin & review 23 (5), 1615–1623, 2016
122016
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Articles 1–20