The theoretical Assessment demonstrates that EDIS reveals decreased suboptimality as compared to exclusively employing on the web facts or immediately reusing offline data. EDIS is often a plug-in approach and may be coupled with present techniques in offline-to-on line RL placing. By utilizing EDIS to off-the-shelf techniques Cal-QL and IQL, we ob