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The theoretical Investigation demonstrates that EDIS displays lessened suboptimality compared to entirely employing on the net details or specifically reusing offline knowledge. EDIS can be a plug-in strategy and may be combined with present procedures in offline-to-on the web RL environment. By implementing EDIS to off-the-shelf strategies Cal-QL