PVLV

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The primary value learned value (PVLV) model is a possible explanation for the reward-predictive firing properties of dopamine (DA) neurons. [1] It simulates behavioral and neural data on Pavlovian conditioning and the midbrain dopaminergic neurons that fire in proportion to unexpected rewards. It is an alternative to the temporal-differences (TD) algorithm. [2]

It is used as part of Leabra.

References

  1. ↑ O'Reilly, R.C.; Frank, M.J.; Hazy, T.E. & Watz, B. (2007). "PVLV: The Primary Value and Learned Value Pavlovian Learning Algorithm". Behavioral Neuroscience. 121 (1): 31–4. CiteSeerX   10.1.1.67.6739 . doi:10.1037/0735-7044.121.1.31. PMID   17324049.
  2. ↑ "Leabra PBWM". CCNLab.


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