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The theoretical analysis demonstrates that EDIS displays diminished suboptimality when compared to only employing on line facts or instantly reusing offline knowledge. EDIS is usually a plug-in approach and will be combined with existing solutions in offline-to-on the web RL location. By employing EDIS to off-the-shelf techniques Cal-QL and IQL, we