About This Database

We asked robotics experts from academia and industry across the world for their top five robot learning papers. We asked for influential and impactful papers that they have not authored themselves. We received over 200 papers of interest, and are excited to share the resulting list that is diverse in terms of approaches, publication year, institution and authors as well as applications. Sorted in a variety of ways, we've made it easy for professors and students alike to learn more about this exciting field, with recommendations from the experts.

Who Should Use Our Database?


Current university students can use our database to discover relevant papers


Easily recommend the most popular, useful papers to students with practically no effort

Robot Enthusiasts

Learn more about the current robot learning trends!


Jeannette Bohg

Andrej Gams

Franziska Meier

Byron Boots

Ria Doshi

Check It Out Now!

Join professors, students, and AI enthusiasts and start learning more about the robot-learning research happening right now.