Game theory is playing more and important roles in understanding complex systems investigating intelligent machines with various uncertainties. As a starting point, we consider the classical two-player zero-sum linear-quadratic stochastic differential games, but contrast to most of existing studies, coefficient matrices are assumed be unknown both players, consequently it necessary study adapti...