Exact critic in entropy-regularized actor-critic yields strong variance reduction, enabling Õ(log(1/ε)) sample complexity for ε-optimal regularized value.
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Refined Analysis of Entropy-Regularized Actor-Critic
Exact critic in entropy-regularized actor-critic yields strong variance reduction, enabling Õ(log(1/ε)) sample complexity for ε-optimal regularized value.