The present invention discloses an amino acid dehydrogenase mutant and application thereof in synthesizing L-glufosinate-ammonium, the amino acid dehydrogenase mutant is obtained by a single mutation or a multi-site mutation of the amino acid at position 95, 108, 172, 303 of the amino acid sequence shown in SEQ ID No. 2. The amino acid dehydrogenase mutant DyGDH-F95I-A108T-R172P-R303H prepared by the present invention has a specific enzyme activity that is 33 times higher than that of the original Aldo-keto reductase, and the concentration of the largest substrate, 2-carbonyl-4-(hydroxymethylphosphinyl)-butyric acid reaches 500 mM, the amino acid dehydrogenase mutant has more industrial application prospects. Using the amino acid dehydrogenase mutant to produce L-glufosinate-ammonium, the reaction time is significantly shortened, the general process takes 20 hours, and the reaction time of the present invention only requires 120 minutes, which shows that the amino acid dehydrogenase mutant has a good industrial application prospect.