• Medientyp: E-Artikel
  • Titel: Dopamine Ramps Are a Consequence of Reward Prediction Errors
  • Beteiligte: Gershman, Samuel J.
  • Erschienen: MIT Press - Journals, 2014
  • Erschienen in: Neural Computation, 26 (2014) 3, Seite 467-471
  • Sprache: Englisch
  • DOI: 10.1162/neco_a_00559
  • ISSN: 0899-7667; 1530-888X
  • Schlagwörter: Cognitive Neuroscience ; Arts and Humanities (miscellaneous)
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  • Beschreibung: <jats:p> Temporal difference learning models of dopamine assert that phasic levels of dopamine encode a reward prediction error. However, this hypothesis has been challenged by recent observations of gradually ramping stratal dopamine levels as a goal is approached. This note describes conditions under which temporal difference learning models predict dopamine ramping. The key idea is representational: a quadratic transformation of proximity to the goal implies approximately linear ramping, as observed experimentally. </jats:p>