Dual-Process Atomic Skill Learning: Decoupling Semantic Reasoning and Real-Time Control

Jun Chen, Erdent Bao, Wenlong Dong +7

Language-conditioned Imitation Learning (IL) is essential for enabling robots to perform complex tasks following natural language instructions. However, generalizing to multi-step…