Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task
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DOI: 10.1371/journal.pcbi.1004648
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References listed on IDEAS
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- Bruno Miranda & W M Nishantha Malalasekera & Timothy E Behrens & Peter Dayan & Steven W Kennerley, 2020. "Combined model-free and model-sensitive reinforcement learning in non-human primates," PLOS Computational Biology, Public Library of Science, vol. 16(6), pages 1-25, June.
- Julie J Lee & Mehdi Keramati, 2017. "Flexibility to contingency changes distinguishes habitual and goal-directed strategies in humans," PLOS Computational Biology, Public Library of Science, vol. 13(9), pages 1-15, September.
- Evan M Russek & Ida Momennejad & Matthew M Botvinick & Samuel J Gershman & Nathaniel D Daw, 2017. "Predictive representations can link model-based reinforcement learning to model-free mechanisms," PLOS Computational Biology, Public Library of Science, vol. 13(9), pages 1-35, September.
- Wouter Kool & Fiery A Cushman & Samuel J Gershman, 2016. "When Does Model-Based Control Pay Off?," PLOS Computational Biology, Public Library of Science, vol. 12(8), pages 1-34, August.
- Jaron T Colas & Wolfgang M Pauli & Tobias Larsen & J Michael Tyszka & John P O’Doherty, 2017. "Distinct prediction errors in mesostriatal circuits of the human brain mediate learning about the values of both states and actions: evidence from high-resolution fMRI," PLOS Computational Biology, Public Library of Science, vol. 13(10), pages 1-32, October.
- Zhewei Zhang & Yuji K. Takahashi & Marlian Montesinos-Cartegena & Thorsten Kahnt & Angela J. Langdon & Geoffrey Schoenbaum, 2024. "Expectancy-related changes in firing of dopamine neurons depend on hippocampus," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- He A Xu & Alireza Modirshanechi & Marco P Lehmann & Wulfram Gerstner & Michael H Herzog, 2021. "Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making," PLOS Computational Biology, Public Library of Science, vol. 17(6), pages 1-32, June.
- Amir Dezfouli & Bernard W Balleine, 2019. "Learning the structure of the world: The adaptive nature of state-space and action representations in multi-stage decision-making," PLOS Computational Biology, Public Library of Science, vol. 15(9), pages 1-22, September.
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