Actor-critic pair mathematical notation

Actor-critic pair is a recurring research-paper notation family. Couples a policy that selects actions with a value estimator that supplies lower-variance learning signals.

Actor-critic pair: Couples a policy that selects actions with a value estimator that supplies lower-variance learning signals. Example: The critic judges outcomes so the actor knows which action probabilities to increase.