Abstract: In this talk, a brief review will be given for the insurance risk theory. Some recent results on optimal control of reinsurance, investment and dividend with various objectives will be presented. Different approaches to solve the optimality problems will be discussed and optimal strategies are analyzed.Specifically, some mean-variance optimal control problems are to be discussed in some detail.