Jiyong Ahn

Preference learning for guiding the tree search in continuous POMDPs

A robot operating in a partially observable environment must perform sensing actions to achieve a goal, such as clearing the objects in front of a shelf to better localize a target object at the back, and estimate its shape for grasping. A POMDP is a principled framework for enabling robots to perfo…