Automated Reinforcement Learning (AutoRL): A Survey and Open Problems

Raghu Rajan, Jack Parker-Holder, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer

Paper URL: https://www.jair.org/index.php/jair/article/view/13596

Paper Availability And License: Yes

Code Of Conduct: Yes

TLDR: Discusses various components of the RL pipeline that can be automated and surveys how existing approaches automate these components and what challenges remain

Submission Number: 5