The theoretical Investigation demonstrates that EDIS reveals diminished suboptimality when compared with exclusively using online information or straight reusing offline info. EDIS is actually a plug-in approach and may be coupled with existing strategies in offline-to-on the web RL environment. By implementing EDIS to off-the-shelf strategies Cal-