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The theoretical Assessment demonstrates that EDIS displays diminished suboptimality in comparison to entirely making use of on the net knowledge or straight reusing offline info. EDIS is usually a plug-in solution and might be coupled with existing strategies in offline-to-on the net RL setting. By utilizing EDIS to off-the-shelf solutions Cal-QL a