The theoretical Investigation demonstrates that EDIS reveals lessened suboptimality in comparison with solely making use of on the internet info or directly reusing offline details. EDIS is really a plug-in tactic and may be coupled with existing solutions in offline-to-on the net RL environment. By utilizing EDIS to off-the-shelf techniques Cal-QL