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The theoretical Investigation demonstrates that EDIS exhibits lowered suboptimality in comparison to only employing on-line knowledge or directly reusing offline knowledge. EDIS is usually a plug-in tactic and might be coupled with existing approaches in offline-to-on the internet RL placing. By utilizing EDIS to off-the-shelf approaches Cal-QL and