Game theory is the study of human conflict and cooperation within a competitive situation. Many real conflict problems can be modeled as games. Here we have considered a Multi-Objective Matrix Game model with an additional entropy objective function and fuzzy goals. The said model can be reduced to a generalized regular Max-Min problem and applying fuzzy optimization with entropy disturbance approach for smooth and uniform distribution to solve the said problem. Numerical illustration is included in support of theory.