Mobile robots are increasingly deployed in applications ranging from household cleaning to hazardous industrial inspection, ...

While large language models (LLMs) have mastered text (and other modalities to some extent), they lack the physical "common sense" to operate in dynamic, real-world environments. This has limited the ...