Thank you for your work to propose such summary! I am suggesting two papers of our recent work combing LLM and Robotics. One is perception and the other in planning.
Perception
OVSG: "Context-Aware Entity Grounding with Open-Vocabulary 3D Scene Graphs", CoRL, 2023. [Paper] [Code] [Website]
Planning
LGMCTS: "LGMCTS: Language-Guided Monte-Carlo Tree Search for Executable Semantic Object Rearrangement", Arxiv, 2023. [Paper]
Thank you for your work to propose such summary! I am suggesting two papers of our recent work combing LLM and Robotics. One is perception and the other in planning.
Perception
Planning