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The theoretical analysis demonstrates that EDIS reveals decreased suboptimality compared to only using on the net information or specifically reusing offline info. EDIS is usually a plug-in strategy and might be combined with existing methods in offline-to-on the net RL setting. By employing EDIS to off-the-shelf techniques Cal-QL and IQL, we obser