Based on the analysis of the questionnaire survey on learning motivation and learning needs of postgraduates and their demands and suggestions on English teaching, the paper makes a beneficial exploration on English course model for postgraduates in agricultural universities. Under the guidance of academic game theory, the "language skills+ academic communication"-oriented English course model meets the social demands for highly qualified professionals in agriculture and forestry with comprehensive English application abilities.