Cross-Entropy

Cross-Entropy Method

https://en.wikipedia.org/wiki/Cross-entropy_method

${\max }_{x}f(x)$

For Policy Gradient Methods

Cross-Entropy Method

• Very simple and can work surprisingly well
• Very scalable
• Does not take advantage of any temporal structure