Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy

Chen Wang, Kaiyi Ji, Junyi Geng +16

Data-driven methods such as reinforcement and imitation learning have achieved remarkable success in robot autonomy. However, their data-centric nature still hinders them from gene…