The theoretical analysis demonstrates that EDIS exhibits diminished suboptimality in comparison with entirely using on the internet knowledge or instantly reusing offline knowledge. EDIS can be a plug-in solution and might be combined with current solutions in offline-to-on-line RL placing. By implementing EDIS to off-the-shelf procedures Cal-QL an