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The theoretical Assessment demonstrates that EDIS exhibits lowered suboptimality when compared with entirely using online facts or right reusing offline data. EDIS can be a plug-in approach and might be combined with current strategies in offline-to-on line RL setting. By employing EDIS to off-the-shelf procedures Cal-QL and IQL, we notice a notabl