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The theoretical Evaluation demonstrates that EDIS exhibits lessened suboptimality in comparison to entirely utilizing online details or directly reusing offline information. EDIS can be a plug-in strategy and may be combined with present procedures in offline-to-on the net RL placing. By applying EDIS to off-the-shelf procedures Cal-QL and IQL, we