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The theoretical Examination demonstrates that EDIS exhibits lowered suboptimality when compared with only employing online facts or right reusing offline knowledge. EDIS is really a plug-in approach and can be combined with present procedures in offline-to-on the internet RL setting. By implementing EDIS to off-the-shelf strategies Cal-QL and IQL,