The theoretical Evaluation demonstrates that EDIS displays reduced suboptimality when compared to entirely utilizing on the net info or specifically reusing offline data. EDIS is actually a plug-in tactic and will be coupled with existing methods in offline-to-on-line RL environment. By implementing EDIS to off-the-shelf solutions Cal-QL and IQL, w