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The theoretical Assessment demonstrates that EDIS exhibits diminished suboptimality compared to solely making use of on the web facts or directly reusing offline information. EDIS is really a plug-in tactic and will be combined with existing techniques in offline-to-online RL environment. By implementing EDIS to off-the-shelf solutions Cal-QL and I