On-Device Robotic Planning: Eliminating Inference Redundancy for Efficient Decision-Making

Joonhee Lee, Hyunseung Shin, Hyunmi Kim +2

Reasoning-based robotic policies using large language and vision-language models achieve strong semantic planning capabilities but mostly suffer from a high inference latency that…