The theoretical Examination demonstrates that EDIS reveals decreased suboptimality in comparison with solely making use of on the internet info or specifically reusing offline information. EDIS is a plug-in solution and might be combined with existing approaches in offline-to-on-line RL location. By utilizing EDIS to off-the-shelf approaches Cal-QL