Kshirsagar, A., Faibish, T., Hoffman, G., & Biess, A. (2022).
Lessons Learned from Utilizing Guided Policy Search for Human-Robot Handovers with a Collaborative Robot

In Proc. of the Proceedings of the 2022 2nd International Conference on Robotics, Automation and Artificial Intelligence (RAAI) : 52-57

Abstract

This paper reports lessons learned from using guided policy search to train human-robot handover behaviors with a collaborative robot, reflecting on the practical challenges of applying this reinforcement learning method to physical handover tasks.