The theoretical Evaluation demonstrates that EDIS exhibits reduced suboptimality when compared with solely using online info or instantly reusing offline knowledge. EDIS is really a plug-in strategy and will be coupled with existing strategies in offline-to-on the net RL environment. By employing ED