Minoru Asada

Incremental Estimation of Natural Policy Gradient with Relative Importance Weighting

2018 · IEICE Transactions on Information and Systems

The step size is a parameter of fundamental importance in learning algorithms, particularly for the natural policy gradient (NPG) methods. We derive an upper bound for the step size in an incremental NPG estimation, and …