The theoretical Assessment demonstrates that EDIS exhibits minimized suboptimality in comparison to only using on line info or instantly reusing offline info. EDIS is usually a plug-in method and will be combined with current procedures in offline-to-on-line RL setting. By applying EDIS to off-the-shelf solutions Cal-QL and IQL, we observe a notabl