The theoretical Evaluation demonstrates that EDIS reveals decreased suboptimality in comparison with solely utilizing on-line information or straight reusing offline knowledge. EDIS is actually a plug-in strategy and can be combined with present solutions in offline-to-on the net RL placing. By employing EDIS to off-the-shelf strategies Cal-QL and