A. Ross Otto

Best Publications

• Working-memory capacity protects model-based learning from stress

  A. Ross Otto;Candace M. Raio;Alice Chiang;Elizabeth A. Phelps;Elizabeth A. Phelps;Elizabeth A. Phelps

  558
  Citations

• The Curse of Planning Dissecting Multiple Reinforcement-Learning Systems by Taxing the Central Executive

  A. Ross Otto;Samuel J. Gershman;Arthur B. Markman;Nathaniel D. Daw

  401
  Citations

• Retrospective revaluation in sequential decision making: a tale of two systems.

  Samuel J. Gershman;Arthur B. Markman;A. Ross Otto

  316
  Citations

• From Creatures of Habit to Goal-Directed Learners: Tracking the Developmental Emergence of Model-Based Reinforcement Learning

  Johannes H. Decker;A. Ross Otto;Nathaniel Douglass Daw;Catherine A. Hartley

  301
  Citations

• Model-based learning protects against forming habits

  Claire M. Gillan;Claire M. Gillan;A. Ross Otto;Elizabeth A. Phelps;Elizabeth A. Phelps;Nathaniel D. Daw

  281
  Citations

• Cognitive control predicts use of model-based reinforcement learning

  A. Ross Otto;Anya Skatova;Seth Madlon-Kay;Nathaniel D. Daw

  214
  Citations

• Heterogeneity of strategy use in the Iowa gambling task: A comparison of win-stay/lose-shift and reinforcement learning models

  Darrell A. Worthy;Melissa J. Hawthorne;A. Ross Otto

  161
  Citations

• Offline replay supports planning in human reinforcement learning.

  Ida Momennejad;A Ross Otto;Nathaniel D Daw;Kenneth A Norman

  138
  Citations

• The opportunity cost of time modulates cognitive effort

  A. Ross Otto;Nathaniel D. Daw

  137
  Citations

• The Influence of Depression Symptoms on Exploratory Decision-Making

  Nathaniel J. Blanco;A. Ross Otto;W. Todd Maddox;Christopher G. Beevers

  121
  Citations

• The Nature of Belief-Directed Exploratory Choice in Human Decision-Making

  W. Bradley Knox;A. Ross Otto;Peter H Stone;Bradley C Love

  91
  Citations

• Cognitive capacity limitations and Need for Cognition differentially predict reward-induced cognitive effort expenditure.

  Dasha A. Sandra;A. Ross Otto

  87
  Citations

• Reduced model-based decision-making in gambling disorder.

  Florent Wyckmans;A Ross Otto;Miriam Sebold;Miriam Sebold;Nathaniel Daw

  79
  Citations

• There are at least two kinds of probability matching: evidence from a secondary task.

  A. Ross Otto;Eric G. Taylor;Arthur B. Markman

  77
  Citations

• Working-Memory Load and Temporal Myopia in Dynamic Decision Making

  Darrell A. Worthy;A. Ross Otto;W. Todd Maddox

  73
  Citations

• Acute Psychosocial Stress Increases Cognitive-Effort Avoidance.

  Mario Bogdanov;Jonas P. Nitschke;Sophia LoParco;Jennifer A. Bartz

  66
  Citations

• Forced Choices Reveal a Trade-Off between Cognitive Effort and Physical Pain

  Todd A Vogel;Zachary M Savelson;A Ross Otto;Mathieu Roy

  63
  Citations

• Stress promotes generalization of older but not recent threat memories

  Joseph E. Dunsmoor;A. Ross Otto;Elizabeth A. Phelps;Elizabeth A. Phelps

  59
  Citations

• Temporal dynamics of real-world emotion are more strongly linked to prediction error than outcome.

  William J Villano;A Ross Otto;C E Chiemeka Ezie;Roderick Gillis

  54
  Citations

• Unexpected but Incidental Positive Outcomes Predict Real-World Gambling

  A. Ross Otto;Stephen M. Fleming;Stephen M. Fleming;Paul W. Glimcher;Paul W. Glimcher

  52
  Citations