Sven Gronauer

The Successful Ingredients of Policy Gradient Algorithms

2021

Despite the sublime success in recent years, the underlying mechanisms powering the advances of reinforcement learning are yet poorly understood. In this paper, we identify these mechanisms - which we call ingredients - in on-policy …