Cognitive capacity limitations and Need for Cognition differentially predict reward-induced cognitive effort expenditure von Sandra, Dasha A., Otto, A. Ross

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Acute Psychosocial Stress Increases Cognitive-Effort Avoidance von Bogdanov, Mario, Nitschke, Jonas P., LoParco, Sophia, Bartz, Jennifer A., Otto, A. Ross

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Real-world unexpected outcomes predict city-level mood states and risk-taking behavior von Otto, A Ross, Eichstaedt, Johannes C

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The Average Reward Rate Modulates Behavioral and Neural Indices of Effortful Control Allocation von Lin, Hause, Ristic, Jelena, Inzlicht, Michael, Otto, A. Ross

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Cognitive Control Predicts Use of Model-based Reinforcement Learning von Otto, A. Ross, Skatova, Anya, Madlon-Kay, Seth, Daw, Nathaniel D

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Trait impulsivity and acute stress interact to influence choice and decision speed during multi-stage decision-making von Raio, Candace M., Konova, Anna B., Otto, A. Ross

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The impact of pandemic-related worry on cognitive functioning and risk-taking von da Silva Castanheira, Kevin, Sharp, Madeleine, Otto, A. Ross

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From Creatures of Habit to Goal-Directed Learners: Tracking the Developmental Emergence of Model-Based Reinforcement Learning von Decker, Johannes H., Otto, A. Ross, Daw, Nathaniel D., Hartley, Catherine A.

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Heterogeneity of strategy use in the Iowa gambling task: A comparison of win-stay/lose-shift and reinforcement learning models von Worthy, Darrell A., Hawthorne, Melissa J., Otto, A. Ross

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Model-based learning protects against forming habits von Gillan, Claire M., Otto, A. Ross, Phelps, Elizabeth A., Daw, Nathaniel D.

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Forced choices reveal a trade-off between cognitive effort and physical pain von Vogel, Todd A, Savelson, Zachary M, Otto, A Ross, Roy, Mathieu

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Information about task progress modulates cognitive demand avoidance von Devine, Sean, Otto, A. Ross

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Relationships between socio‐economic status and lottery gambling across lottery types: neighborhood‐level evidence from a large city von Fu, Hin‐Ngai, Monson, Eva, Otto, A. Ross

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Offline replay supports planning in human reinforcement learning von Momennejad, Ida, Otto, A Ross, Daw, Nathaniel D, Norman, Kenneth A

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Modulating Episodic Memory Alters Risk Preference during Decision-making von St-Amand, David, Sheldon, Signy, Otto, A. Ross

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Context-dependent choice and evaluation in real-world consumer behavior von Otto, A. Ross, Devine, Sean, Schulz, Eric, Bornstein, Aaron M., Louie, Kenway

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Working-memory capacity protects model-based learning from stress von Otto, A. Ross, Raio, Candace M., Chiang, Alice, Phelps, Elizabeth A., Daw, Nathaniel D.

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The Curse of Planning: Dissecting Multiple Reinforcement-Learning Systems by Taxing the Central Executive von Otto, A. Ross, Gershman, Samuel J., Markman, Arthur B., Daw, Nathaniel D.

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Proximity to Rewards Modulates Parameters of Effortful Control Exertion von Devine, Sean, Roy, Mathieu, Beierholm, Ulrik, Otto, A. Ross

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