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Learning rate controller

VinF edited this page Mar 21, 2016 · 4 revisions

Synopsis

A controller that modifies the learning rate periodically upon epochs end.


Parameters

  • initialLearningRate [float] - The learning rate upon agent start
  • learningRateDecay [float] - The factor by which the previous learning rate is multiplied every [periodicity] epochs.
  • periodicity [int] - How many epochs are necessary before an update of the learning rate occurs