A simple model for learning in volatile environments.

by Payam Piray, Nathaniel D Daw
Published 2020-07-01

Linear reinforcement learning in planning, grid fields, and cognitive control

by Payam Piray, Nathaniel D. Daw
Published 2021-08-01

Biased belief updating and suboptimal choice in foraging decisions

by Neil Garrett, Nathaniel D. Daw
Published 2020-07-01

The expanding role of dopamine

by Bradley B Doll, Nathaniel D Daw
Published 2016-04-01

Grid cells, place cells, and geodesic generalization for spatial reinforcement learning.

by Nicholas J Gustafson, Nathaniel D Daw
Published 2011-10-01

Cortical and hippocampal correlates of deliberation during model-based decisions for rewards in humans.

by Aaron M Bornstein, Nathaniel D Daw
Published 2013-01-01

Testing whether humans have an accurate model of their own motor uncertainty in a speeded reaching task.

by Hang Zhang, Nathaniel D Daw, Laurence T Maloney
Published 2013-01-01

Extraversion differentiates between model-based and model-free strategies in a reinforcement learning task

by Anya eSkatova, Anya eSkatova, Anya eSkatova, Anya eSkatova, Patricia Angie Chan, Patricia Angie Chan, Nathaniel D Daw, Nathaniel D Daw
Published 2013-09-01

Offline replay supports planning in human reinforcement learning

by Ida Momennejad, A Ross Otto, Nathaniel D Daw, Kenneth A Norman
Published 2018-12-01

Reminders of past choices bias decisions for reward in humans

by Aaron M. Bornstein, Mel W. Khaw, Daphna Shohamy, Nathaniel D. Daw
Published 2017-06-01

Suboptimal Criterion Learning in Static and Dynamic Environments.

by Elyse H Norton, Stephen M Fleming, Nathaniel D Daw, Michael S Landy
Published 2017-01-01

Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies.

by Payam Piray, Amir Dezfouli, Tom Heskes, Michael J Frank, Nathaniel D Daw
Published 2019-06-01

Characterizing a psychiatric symptom dimension related to deficits in goal-directed control

by Claire M Gillan, Michal Kosinski, Robert Whelan, Elizabeth A Phelps, Nathaniel D Daw
Published 2016-03-01

Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons

by Rachel S Lee, Marcelo G Mattar, Nathan F Parker, Ilana B Witten, Nathaniel D Daw
Published 2019-04-01

Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala

by Lauren Y Atlas, Bradley B Doll, Jian Li, Nathaniel D Daw, Elizabeth A Phelps
Published 2016-05-01

Predictive representations can link model-based reinforcement learning to model-free mechanisms.

by Evan M Russek, Ida Momennejad, Matthew M Botvinick, Samuel J Gershman, Nathaniel D Daw
Published 2017-09-01

Tonic dopamine modulates exploitation of reward learning

by Jeff A Beeler, Nathaniel D Daw, Cristianne R M Frazier, Xiaoxi Zhuang, Xiaoxi Zhuang
Published 2010-11-01

Rats exhibit similar biases in foraging and intertemporal choice tasks

by Gary A Kane, Aaron M Bornstein, Amitai Shenhav, Robert C Wilson, Nathaniel D Daw, Jonathan D Cohen
Published 2019-09-01