I would like to review AGN related researches with Subaru, focusing efforts toward complete understanding of accretion history in the universe and its relation to the galaxy evolution. Combination of hard X-ray surveys and optical follow-up observations is an efficient way to trace the accretion history in the universe, i.e. to pick up AGNs with various intrinsic absorption in the wide luminosity and redshift ranges. After the launches of Chandra and XMM-Newton, many hard X-ray surveys and optical follow-up observations have been conducted and they revealed large number of obscured AGNs. However, significant fraction of the X-ray sources have a faint optical counterpart, and understanding of the optically-faint population is still limited. We examined the nature of the optically-faint X-ray sources using deep and wide optical imaging data taken with Suprime-cam, deep optical spectroscopic data with FOCAS, and NIR spectroscopic data by MOIRCS. Their natures are consistent with obscured AGNs at z=1-3. The redshift distribution of the optically-faint AGNs indicates that there are large number of obscured AGNs in the redshift range. The estimated stellar mass of the obscured AGNs ranges 10^10-12 solar masses and rather constant for AGNs with wide redshift and luminosity range. The relation between the host galaxies of the X-ray AGNs and non-active galaxies will be discussed by locating the host galaxies among the field galaxies in the same field.