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The theoretical analysis demonstrates that EDIS reveals minimized suboptimality in comparison to entirely making use of on the internet details or specifically reusing offline info. EDIS is really a plug-in technique and can be coupled with present methods in offline-to-on the internet RL setting. By utilizing EDIS to off-the-shelf approaches Cal-Q