A method for making reduction sensitive nano micelles comprising: 1) dissolving taurine in distilled water, and adding sodium hydroxide solution; 2) dissolving acryloyl chloride in dichloromethane, reacting at 25° C.; dissolving lipoic acid in toluene and adding hydroxyethyl methacrylate, reacting at 85° C.; 3) dissolving N-acryloyltaurine and lipoic acid methacryloyloxyethyl ester and reacting at 60˜65° C., dropping the polymer solution into deionized water, adding dithiothreitol and reacting at 25˜30° C. to obtain reduction sensitive nano micelles after freeze-drying. The nano micelles have regular morphology and uniform distribution, and can be used as drug carriers for controlled release.