The theoretical Assessment demonstrates that EDIS exhibits minimized suboptimality in comparison with exclusively making use of on-line knowledge or directly reusing offline info. EDIS is actually a plug-in method and will be combined with current solutions in offline-to-on the net RL location. By employing EDIS to off-the-shelf methods Cal-QL and