O${}^2$TD: (Near)-Optimal Off-Policy TD Learning

Bo Liu, Daoming Lyu, Wen Dong +1

Temporal difference learning and Residual Gradient methods are the most widely used temporal difference based learning algorithms; however, it has been shown that none of their obj…