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Cognition|October 5, 2024
An algorithmic account for how humans efficiently learn, transfer, and compose hierarchically structured decision policiesJing-Jing Li, Anne G E CollinsCogsci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference|December 19, 2022
Credit assignment in hierarchical option transferJing-Jing Li, Liyu Xia, Flora Dong, et al.Biorxiv : the Preprint Server for Biology|February 8, 2024
Dynamic noise estimation: A generalized method for modeling noise fluctuations in decision-makingJing-Jing Li, Chengchun Shi, Lexin Li, et al.Journal of Cognitive Neuroscience|January 19, 2018
The Tortoise and the Hare: Interactions between Reinforcement Learning and Working MemoryAnne G E CollinsNature Human Behaviour|November 18, 2025
A habit and working memory model as an alternative account of human reward-based learningAnne G E CollinsNeuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology|August 28, 2021
Advances in modeling learning and decision-making in neuroscienceAnne G E Collins, Amitai ShenhavPsychological Methods|March 27, 2023
Troubleshooting Bayesian cognitive modelsBeth Baribault, Anne G E CollinsTrends in Cognitive Sciences|September 11, 2023
A goal-centric outlook on learningGaia Molinaro, Anne G E CollinsResearch Square|February 20, 2025
Naturally disengaging control to reveal habitsSarah Oh, Anne G E CollinsPageof 58