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Hierarchical Representations and Explicit Memory: Learning Effective
  Navigation Policies on 3D Scene Graphs using Graph Neural Networks

Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks

2 August 2021
Zachary Ravichandran
Lisa Peng
Nathan Hughes
J. D. Griffith
Luca Carlone
ArXivPDFHTML

Papers citing "Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks"

50 / 52 papers shown
Title
Imagine, Verify, Execute: Memory-Guided Agentic Exploration with Vision-Language Models
Imagine, Verify, Execute: Memory-Guided Agentic Exploration with Vision-Language Models
Seungjae Lee
Daniel Ekpo
Haowen Liu
Furong Huang
Abhinav Shrivastava
Jia-Bin Huang
LM&Ro
25
0
0
12 May 2025
Graph2Nav: 3D Object-Relation Graph Generation to Robot Navigation
Graph2Nav: 3D Object-Relation Graph Generation to Robot Navigation
Tixiao Shan
Abhinav Rajvanshi
Niluthpol Chowdhury Mithun
Han-Pang Chiu
3DPC
29
0
0
23 Apr 2025
Visual Environment-Interactive Planning for Embodied Complex-Question Answering
Visual Environment-Interactive Planning for Embodied Complex-Question Answering
Ning Lan
Baoshan Ou
Xuemei Xie
G. Shi
LM&Ro
60
1
0
01 Apr 2025
Intelligent Spatial Perception by Building Hierarchical 3D Scene Graphs for Indoor Scenarios with the Help of LLMs
Intelligent Spatial Perception by Building Hierarchical 3D Scene Graphs for Indoor Scenarios with the Help of LLMs
Yao Cheng
Zhe Han
Fengyang Jiang
Huaizhen Wang
Fengyu Zhou
Qingshan Yin
Lei Wei
3DV
44
1
0
19 Mar 2025
Long-Term Planning Around Humans in Domestic Environments with 3D Scene Graphs
Ermanno Bartoli
Dennis Rotondi
Kai O. Arras
Iolanda Leite
41
0
0
12 Mar 2025
ATLAS Navigator: Active Task-driven LAnguage-embedded Gaussian Splatting
ATLAS Navigator: Active Task-driven LAnguage-embedded Gaussian Splatting
Dexter Ong
Yuezhan Tao
Varun Murali
Igor Spasojevic
Vijay R. Kumar
Pratik Chaudhari
3DGS
57
0
0
27 Feb 2025
An Actionable Hierarchical Scene Representation Enhancing Autonomous
  Inspection Missions in Unknown Environments
An Actionable Hierarchical Scene Representation Enhancing Autonomous Inspection Missions in Unknown Environments
Vignesh Kottayam Viswanathan
Mario A. V. Saucedo
S. Satpute
Christoforos Kanellakis
G. Nikolakopoulos
26
0
0
27 Dec 2024
Maps from Motion (MfM): Generating 2D Semantic Maps from Sparse
  Multi-view Images
Maps from Motion (MfM): Generating 2D Semantic Maps from Sparse Multi-view Images
M. Toso
Stefano Fiorini
Stuart James
Alessio Del Bue
57
0
0
19 Nov 2024
VeriGraph: Scene Graphs for Execution Verifiable Robot Planning
VeriGraph: Scene Graphs for Execution Verifiable Robot Planning
Daniel Ekpo
Mara Levy
Saksham Suri
Chuong Huynh
Abhinav Shrivastava
39
2
0
15 Nov 2024
Task-Oriented Hierarchical Object Decomposition for Visuomotor Control
Task-Oriented Hierarchical Object Decomposition for Visuomotor Control
Jianing Qian
Yunshuang Li
Bernadette Bucher
Dinesh Jayaraman
OCL
42
0
0
02 Nov 2024
BoxMap: Efficient Structural Mapping and Navigation
BoxMap: Efficient Structural Mapping and Navigation
Zili Wang
Christopher Allum
Sean B. Andersson
Roberto Tron
24
0
0
08 Oct 2024
Semantic Environment Atlas for Object-Goal Navigation
Semantic Environment Atlas for Object-Goal Navigation
Nuri Kim
Jeongho Park
Mineui Hong
Songhwai Oh
24
0
0
05 Oct 2024
SYNERGAI: Perception Alignment for Human-Robot Collaboration
SYNERGAI: Perception Alignment for Human-Robot Collaboration
Yixin Chen
Guoxi Zhang
Yaowei Zhang
Hongming Xu
Peiyuan Zhi
Qing Li
Siyuan Huang
32
0
0
24 Sep 2024
Open Scene Graphs for Open World Object-Goal Navigation
Open Scene Graphs for Open World Object-Goal Navigation
Joel Loo
Zhanxin Wu
David Hsu
LM&Ro
29
3
0
02 Jul 2024
RoboHop: Segment-based Topological Map Representation for Open-World
  Visual Navigation
RoboHop: Segment-based Topological Map Representation for Open-World Visual Navigation
Sourav Garg
Krishan Rana
M. Hosseinzadeh
Lachlan Mares
Niko Sünderhauf
Feras Dayoub
Ian Reid
37
17
0
09 May 2024
Towards Human Awareness in Robot Task Planning with Large Language
  Models
Towards Human Awareness in Robot Task Planning with Large Language Models
Yuchen Liu
Luigi Palmieri
Sebastian Koch
Ilche Georgievski
Marco Aiello
LM&Ro
22
6
0
17 Apr 2024
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models
Yuchen Liu
Luigi Palmieri
Sebastian Koch
Ilche Georgievski
Marco Aiello
LM&Ro
52
15
0
04 Apr 2024
SceneGraphLoc: Cross-Modal Coarse Visual Localization on 3D Scene Graphs
SceneGraphLoc: Cross-Modal Coarse Visual Localization on 3D Scene Graphs
Yang Miao
Francis Engelmann
Olga Vysotska
Federico Tombari
Marc Pollefeys
Daniel Barath
3DPC
32
6
0
30 Mar 2024
Learning Generalizable Feature Fields for Mobile Manipulation
Learning Generalizable Feature Fields for Mobile Manipulation
Ri-Zhao Qiu
Yafei Hu
Ge Yang
Yuchen Song
Yang Fu
...
Jiteng Mu
Ruihan Yang
Nikolay A. Atanasov
Sebastian Scherer
Xiaolong Wang
29
25
0
12 Mar 2024
DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly
DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly
Gianluca Scarpellini
Stefano Fiorini
Francesco Giuliari
Pietro Morerio
Alessio Del Bue
66
12
0
29 Feb 2024
RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for
  Robotic Manipulation
RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation
Hanxiao Jiang
Binghao Huang
Ruihai Wu
Zhuoran Li
Shubham Garg
H. Nayyeri
Shenlong Wang
Yunzhu Li
29
17
0
23 Feb 2024
Belief Scene Graphs: Expanding Partial Scenes with Objects through
  Computation of Expectation
Belief Scene Graphs: Expanding Partial Scenes with Objects through Computation of Expectation
Mario A. V. Saucedo
Akash Patel
Akshit Saradagi
Christoforos Kanellakis
G. Nikolakopoulos
21
3
0
06 Feb 2024
Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled
  Spatial Ontologies
Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies
Jared Strader
Nathan Hughes
William Chen
Alberto Speranzon
Luca Carlone
3DV
15
17
0
18 Dec 2023
D2M2N: Decentralized Differentiable Memory-Enabled Mapping and
  Navigation for Multiple Robots
D2M2N: Decentralized Differentiable Memory-Enabled Mapping and Navigation for Multiple Robots
M. I. E. Rabban
Pratap Tokekar
16
0
0
10 Oct 2023
A Hierarchical Graph-based Approach for Recognition and Description
  Generation of Bimanual Actions in Videos
A Hierarchical Graph-based Approach for Recognition and Description Generation of Bimanual Actions in Videos
Fatemeh Ziaeetabar
Reza Safabakhsh
S. Momtazi
M. Tamosiunaite
F. Worgotter
17
1
0
01 Oct 2023
Optimal Scene Graph Planning with Large Language Model Guidance
Optimal Scene Graph Planning with Large Language Model Guidance
Zhirui Dai
Arash Asgharivaskasi
T. Duong
Shusen Lin
Maria-Elizabeth Tzes
George Pappas
Nikolay A. Atanasov
LM&Ro
34
16
0
17 Sep 2023
GRID: Scene-Graph-based Instruction-driven Robotic Task Planning
GRID: Scene-Graph-based Instruction-driven Robotic Task Planning
Zhe Ni
Xiao-Xin Deng
Cong Tai
Xin-Yue Zhu
Qinghongbing Xie
Y. Liu
Xiang Wu
Long Zeng
LM&Ro
19
14
0
14 Sep 2023
Mono-hydra: Real-time 3D scene graph construction from monocular camera
  input with IMU
Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU
U.V.B.L. Udugama
G. Vosselman
F. Nex
12
0
0
10 Aug 2023
SayPlan: Grounding Large Language Models using 3D Scene Graphs for
  Scalable Robot Task Planning
SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning
Krishan Rana
Jesse Haviland
Sourav Garg
Jad Abou-Chakra
Ian Reid
Niko Sünderhauf
LM&Ro
30
212
0
12 Jul 2023
Task-Driven Graph Attention for Hierarchical Relational Object
  Navigation
Task-Driven Graph Attention for Hierarchical Relational Object Navigation
Michael Lingelbach
Chengshu Li
Minjune Hwang
Andrey Kurenkov
Alan Lou
Roberto Martín-Martín
Ruohan Zhang
Li Fei-Fei
Jiajun Wu
24
5
0
23 Jun 2023
Volume-DROID: A Real-Time Implementation of Volumetric Mapping with
  DROID-SLAM
Volume-DROID: A Real-Time Implementation of Volumetric Mapping with DROID-SLAM
Peter G. Stratton
Sandilya Sai Garimella
Ashwin Saxena
N. Amutha
Emaad Gerami
15
0
0
12 Jun 2023
Modeling Dynamic Environments with Scene Graph Memory
Modeling Dynamic Environments with Scene Graph Memory
Andrey Kurenkov
Michael Lingelbach
Tanmay Agarwal
Emily Jin
Chengshu Li
Ruohan Zhang
Li Fei-Fei
Jiajun Wu
Silvio Savarese
Roberto Martín-Martín
26
11
0
27 May 2023
Foundations of Spatial Perception for Robotics: Hierarchical
  Representations and Real-time Systems
Foundations of Spatial Perception for Robotics: Hierarchical Representations and Real-time Systems
Nathan Hughes
Yun Chang
Siyi Hu
Rajat Talak
Rumaisa Abdulhai
Jared Strader
Luca Carlone
13
45
0
11 May 2023
Incremental 3D Semantic Scene Graph Prediction from RGB Sequences
Incremental 3D Semantic Scene Graph Prediction from RGB Sequences
Shun-cheng Wu
Keisuke Tateno
Nassir Navab
F. Tombari
3DPC
3DV
43
20
0
04 May 2023
SGAligner : 3D Scene Alignment with Scene Graphs
SGAligner : 3D Scene Alignment with Scene Graphs
S. Sarkar
O. Mikšík
Marc Pollefeys
Dániel Baráth
Iro Armeni
50
17
0
28 Apr 2023
Hydra-Multi: Collaborative Online Construction of 3D Scene Graphs with
  Multi-Robot Teams
Hydra-Multi: Collaborative Online Construction of 3D Scene Graphs with Multi-Robot Teams
Yun Chang
Nathan Hughes
Aaron Ray
Luca Carlone
18
18
0
26 Apr 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object
  Navigation
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation
Ronghao Dang
Lu Chen
Liuyi Wang
Zongtao He
Chengju Liu
Qi Chen
LRM
12
8
0
03 Feb 2023
Iterative Scene Graph Generation with Generative Transformers
Iterative Scene Graph Generation with Generative Transformers
Sanjoy Kundu
Sathyanarayanan N. Aakur
ViT
13
27
0
30 Nov 2022
Predicting Topological Maps for Visual Navigation in Unexplored
  Environments
Predicting Topological Maps for Visual Navigation in Unexplored Environments
Huangying Zhan
Hamid Rezatofighi
Ian Reid
26
0
0
23 Nov 2022
Grounding Scene Graphs on Natural Images via Visio-Lingual Message
  Passing
Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing
Aditay Tripathi
Anand Mishra
Anirban Chakraborty
15
1
0
03 Nov 2022
Leveraging commonsense for object localisation in partial scenes
Leveraging commonsense for object localisation in partial scenes
Francesco Giuliari
Geri Skenderi
Marco Cristani
Alessio Del Bue
Yiming Wang
25
2
0
01 Nov 2022
3D VSG: Long-term Semantic Scene Change Prediction through 3D Variable
  Scene Graphs
3D VSG: Long-term Semantic Scene Change Prediction through 3D Variable Scene Graphs
Sam Looper
Javier Rodriguez Puigvert
Roland Siegwart
César Cadena
L. Schmid
3DPC
11
21
0
16 Sep 2022
GrASPE: Graph based Multimodal Fusion for Robot Navigation in
  Unstructured Outdoor Environments
GrASPE: Graph based Multimodal Fusion for Robot Navigation in Unstructured Outdoor Environments
K. Weerakoon
A. Sathyamoorthy
Jing Liang
Tianrui Guan
Utsav Patel
Dinesh Manocha
44
2
0
13 Sep 2022
TASKOGRAPHY: Evaluating robot task planning over large 3D scene graphs
TASKOGRAPHY: Evaluating robot task planning over large 3D scene graphs
Christopher Agia
Krishna Murthy Jatavallabhula
M. Khodeir
O. Mikšík
Vibhav Vineet
Mustafa Mukadam
Liam Paull
Florian Shkurti
14
66
0
11 Jul 2022
A Survey on Active Simultaneous Localization and Mapping: State of the
  Art and New Frontiers
A Survey on Active Simultaneous Localization and Mapping: State of the Art and New Frontiers
Julio A. Placed
Jared Strader
Henry Carrillo
Nikolay A. Atanasov
Vadim Indelman
Luca Carlone
J. A. Castellanos
20
177
0
01 Jul 2022
Hydra: A Real-time Spatial Perception System for 3D Scene Graph
  Construction and Optimization
Hydra: A Real-time Spatial Perception System for 3D Scene Graph Construction and Optimization
Nathan Hughes
Yun Chang
Luca Carlone
3DPC
113
139
0
31 Jan 2022
360-DFPE: Leveraging Monocular 360-Layouts for Direct Floor Plan
  Estimation
360-DFPE: Leveraging Monocular 360-Layouts for Direct Floor Plan Estimation
Bolivar Solarte
Yueh-Cheng Liu
Chin-Hsuan Wu
Yi-Hsuan Tsai
Min Sun
6
12
0
12 Dec 2021
From SLAM to Situational Awareness: Challenges and Survey
From SLAM to Situational Awareness: Challenges and Survey
Hriday Bavle
Jose Luis Sanchez-Lopez
Claudio Cimarelli
E. Schmidt
H. Voos
33
38
0
01 Oct 2021
Beyond Robustness: A Taxonomy of Approaches towards Resilient
  Multi-Robot Systems
Beyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems
Amanda Prorok
Matthew Malencia
Luca Carlone
Gaurav Sukhatme
Brian M. Sadler
Vijay R. Kumar
87
53
0
25 Sep 2021
Graph Neural Network Reinforcement Learning for Autonomous
  Mobility-on-Demand Systems
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems
Daniele Gammelli
Kaidi Yang
James Harrison
Filipe Rodrigues
Francisco Câmara Pereira
Marco Pavone
GNN
32
46
0
23 Apr 2021
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