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The theoretical analysis demonstrates that EDIS displays decreased suboptimality as compared to entirely utilizing on the web info or instantly reusing offline information. EDIS is really a plug-in technique and may be coupled with current techniques in offline-to-online RL location. By utilizing EDIS to off-the-shelf procedures Cal-QL and IQL, we