Results for "expected return"

Expected return of taking action in a state.

A scalar measure optimized during training, typically expected loss over data, sometimes with regularization terms.

Expected cumulative reward from a state or state-action pair.

Optimizing policies directly via gradient ascent on expected reward.

Expected causal effect of a treatment.

Sample mean converges to expected value.

Maximum expected loss under normal conditions.