Ross Otto
Ross Otto
Department of Psychology, McGill University
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
Model-based learning protects against forming habits
C Gillan, AR Otto, EA Phelps, ND Daw
Cognitive, Affective, & Behavioral Neuroscience, 2015
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
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, 364-371, 2013
Offline replay supports planning in human reinforcement learning
I Momennejad, AR Otto, ND Daw, KA Norman
elife 7, e32548, 2018
The opportunity cost of time modulates cognitive effort
AR Otto, ND Daw
Neuropsychologia 123, 92-105, 2019
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
Cognitive capacity limitations and Need for Cognition differentially predict reward-induced cognitive effort expenditure.
D Sandra, AR Otto
Cognition 172, 101-106, 2018
The nature of belief-directed exploratory choice in human decision-making
WB Knox, AR Otto, P Stone, BC Love
Frontiers in psychology 2, 398, 2012
Unexpected but Incidental Positive Outcomes Predict Real-World Gambling
AR Otto, S Fleming, P Glimcher
Psychological Science 27 (3), 299-311, 2016
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
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
Temporal Dynamics of Real-World Emotion Are More Strongly Linked to Prediction Error Than Outcome
WJ Villano, AR Otto, CE Chiemeka Ezie, R Gillis, AS Heller
Journal of Experimental Psychology: General, 2020
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
Learning moral values: Another’s desire to punish enhances one’s own punitive behavior.
O FeldmanHall, AR Otto, EA Phelps
Journal of Experimental Psychology: General 147 (8), 1211, 2018
Forced choices reveal a trade-off between cognitive effort and physical pain
TA Vogel, ZM Savelson, AR Otto, M Roy
elife 9, e59410, 2020
Acute psychosocial stress increases cognitive effort avoidance
M Bogdanov, JP Nitschke, S LoParco, JA Bartz, AR Otto
Psychological Science, 2021
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