VPWEM: Non-Markovian Visuomotor Policy with Working and Episodic Memory

Yuheng Lei, Zhixuan Liang, Hongyuan Zhang +1

Imitation learning from human demonstrations has achieved significant success in robotic control, yet most visuomotor policies still condition on single-step observations or short-…