Gauss-Newton Temporal Difference Learning with Nonlinear Function Approximation

Zhifa Ke, Junyu Zhang, Zaiwen Wen

In this paper, a Gauss-Newton Temporal Difference (GNTD) learning method is proposed to solve the Q-learning problem with nonlinear function approximation. In each iteration, our m…