Mathematics of Deep Learning
Spring 2020

New directions in exploration


Last week we saw one approach to scaling up exploration. This week we will conclude our section on exploration with a brief tour of some other scalable exploration approaches introduced in the last few years. Rather than aiming for a deep dive on any one direction, we will try to get a high-level idea of the pros and cons of several approaches and provide the relevant references if you want to learn more.


Required Reading

Optional Reading