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Plos Computational Biology|April 26, 2024
Human decision making balances reward maximization and policy compressionLucy Lai, Samuel J GershmanComputational Psychiatry (Cambridge, Mass.)|May 22, 2024
The Reward-Complexity Trade-off in SchizophreniaSamuel J Gershman, Lucy LaiPlos Computational Biology|March 24, 2021
Rational inattention and tonic dopamineJohn G Mikhael, Lucy Lai, Samuel J GershmanCognition|July 2, 2025
Action chunking as conditional policy compressionLucy Lai, Ann Z X Huang, Samuel J GershmanJournal of Experimental Psychology. General|April 7, 2025
Time and memory costs jointly determine a speed-accuracy trade-off and set-size effectsShuze Liu, Lucy Lai, Samuel J Gershman, et al.Neural Computation|December 11, 2013
Dopamine ramps are a consequence of reward prediction errorsSamuel J GershmanCognition|July 18, 2020
Origin of perseveration in the trade-off between reward and complexitySamuel J GershmanPsychonomic Bulletin & Review|January 14, 2015
Do learning rates adapt to the distribution of rewards?Samuel J GershmanPlos Computational Biology|November 5, 2015
A Unifying Probabilistic View of Associative LearningSamuel J GershmanPageof 20