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The theoretical Examination demonstrates that EDIS displays reduced suboptimality as compared to solely employing on line details or right reusing offline data. EDIS is often a plug-in technique and might be combined with current methods in offline-to-on line RL setting. By employing EDIS to off-the-shelf procedures Cal-QL and IQL, we notice a nota