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The theoretical Examination demonstrates that EDIS displays minimized suboptimality compared to entirely making use of on the web info or immediately reusing offline knowledge. EDIS is often a plug-in tactic and can be coupled with present techniques in offline-to-on line RL location. By implementing EDIS to off-the-shelf methods Cal-QL and IQL, we