A flexible and generalizable model of online latent-state learning
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DOI: 10.1371/journal.pcbi.1007331
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- Daniela Schiller & Marie-H. Monfils & Candace M. Raio & David C. Johnson & Joseph E. LeDoux & Elizabeth A. Phelps, 2010. "Preventing the return of fear in humans using reconsolidation update mechanisms," Nature, Nature, vol. 463(7277), pages 49-53, January.
- Nathaniel D. Daw & John P. O'Doherty & Peter Dayan & Ben Seymour & Raymond J. Dolan, 2006. "Cortical substrates for exploratory decisions in humans," Nature, Nature, vol. 441(7095), pages 876-879, June.
- Olivier Cappé & Eric Moulines, 2009. "On‐line expectation–maximization algorithm for latent data models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(3), pages 593-613, June.
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