Shibani Santurkar

A Closer Look at Deep Policy Gradients

2018 · arXiv (Cornell University)

We study how the behavior of deep policy gradient algorithms reflects the conceptual framework motivating their development. To this end, we propose a fine-grained analysis of state-of-the-art methods based on key elements of this framework: …