Towards Self-Supervised Object Representations and 3D Scene Graph Based Navigation

3D Scene Graphs are powerful hierarchical representations of environments that combine spatial and semantic information into multiple levels of abstraction. 3D Scene Graphs are useful for a wide range of planning tasks in robotics that benefit from high-level semantic knowledge, and also capture den...

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Bibliographic Details
Main Author: Peng, Lisa
Other Authors: Carlone, Luca
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/147509