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The theoretical Evaluation demonstrates that EDIS exhibits lowered suboptimality compared to only employing on the internet data or immediately reusing offline data. EDIS is a plug-in technique and will be combined with current solutions in offline-to-on the web RL location. By applying EDIS to off-the-shelf solutions Cal-QL and IQL, we notice a no