Before revision:  Our conclusion is that the proposed learning-based caching \texttt{ policy decisively outperforms the classical policies both theoretically and empirically.
After revision:  Our conclusion is that the proposed learning-based caching \texttt{ policy decisively outperforms the known caching policies both theoretically and empirically.