Yazied Hasan

Enhancing Value Estimation Policies by Post-Hoc Symmetry Exploitation in Motion Planning Tasks

Motion planning tasks are often innately invariant to certain geometric transformations, or in other words, symmetric. This property, however, is not always reflected in learned policies that are trained on these tasks. Although this asymmetry can be addressed through data augmentation or additional…