The theoretical Evaluation demonstrates that EDIS reveals decreased suboptimality compared to exclusively employing on-line info or directly reusing offline facts. EDIS can be a plug-in approach and may be coupled with existing procedures in offline-to-on the net RL setting. By applying EDIS to off-the-shelf methods Cal-QL and IQL, we notice a nota