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The theoretical Examination demonstrates that EDIS exhibits lessened suboptimality in comparison with only utilizing on the net details or instantly reusing offline knowledge. EDIS is usually a plug-in approach and can be coupled with current solutions in offline-to-on line RL environment. By applying EDIS to off-the-shelf strategies Cal-QL and IQL