Biased Estimates of Advantages over Path Ensembles

Lanxin Lei, Zhizhong Li, Dahua Lin

The estimation of advantage is crucial for a number of reinforcement learning algorithms, as it directly influences the choices of future paths. In this work, we propose a family o…