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The theoretical analysis demonstrates that EDIS displays lessened suboptimality compared to entirely employing online details or instantly reusing offline facts. EDIS is a plug-in approach and might be combined with existing methods in offline-to-on line RL placing. By applying EDIS to off-the-shelf approaches Cal-QL and IQL, we observe a noteworth