The invention discloses a method for inducing and amplifying decidua-like natural killer (NK) cells from hematopoietic stem cells in vitro. The method comprises the following steps: culturing CD34+ hematopoietic stem cells in four stages in vitro, namely amplifying the CD34+ hematopoietic stem cells in stage I, inducing differentiation of the CD34+ hematopoietic stem cells into NK cell precursors in stage II, inducing differentiation of the NK cell precursors into NK cells in stage III, inducing amplification and maturation of the NK cells and collecting CD3-CD56+NK cells in stage IV, and thus obtaining decidua-like natural killer cells, wherein the culture is started from a fresh basic culture medium containing a cytokine combination I, fresh basic culture mediums containing the cytokine combination I, combination II, combination III and combination IV are used in culture stages I, II, III and IV respectively for half-quantity liquid change culture, the cytokine combination I is composed of Flt3L and SCF; the combination II is composed of Flt3L, SCF and IL-15; the combination III is composed of Flt3L, SCF and IL-15; and the combination IV is IL-15.