2026
Robust Task Planning Via Failure Detection Using Scene Graph from Multi-View Images
ICRA 2026poster
Recent robot task planners utilize large language models (LLMs) or vision-language models (VLMs) as a failure detector. These methods perform well by leveraging their semantic reasoning capabilities but often assume full understanding, which can lead to unreliable planning in complex scenes lacking …