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The theoretical Investigation demonstrates that EDIS reveals decreased suboptimality in comparison with only utilizing on line facts or specifically reusing offline facts. EDIS is usually a plug-in solution and can be coupled with existing solutions in offline-to-on line RL placing. By utilizing EDIS to off-the-shelf approaches Cal-QL and IQL, we o