Erkang Cheng

Reinforcement Learning with Decoupled State Representation for Robot Manipulations

2024 · Neural Processing Letters

Abstract Deep reinforcement learning has significantly advanced robot manipulations by providing an alternative solution for designing control strategies using raw images as direct inputs. While images offer additional environmental information, the end-to-end policy training manner …