The theoretical Evaluation demonstrates that EDIS displays decreased suboptimality in comparison with solely employing on the internet facts or immediately reusing offline details. EDIS is often a plug-in method and will be combined with existing procedures in offline-to-on-line RL placing. By implementing EDIS to off-the-shelf solutions Cal-QL and