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Scalable Perception-Action-Communication Loops with Convolutional and
  Graph Neural Networks

Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks

24 June 2021
Ting-Kuei Hu
Fernando Gama
Tianlong Chen
Wenqing Zheng
Zhangyang Wang
Alejandro Ribeiro
Brian M. Sadler
    GNN
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Papers citing "Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks"

10 / 10 papers shown
Title
LPAC: Learnable Perception-Action-Communication Loops with Applications
  to Coverage Control
LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control
Saurav Agarwal
Ramya Muthukrishnan
W. Gosrich
Vijay R. Kumar
Alejandro Ribeiro
52
4
0
10 Jan 2024
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 Critical Review of Communications in Multi-Robot Systems
A Critical Review of Communications in Multi-Robot Systems
Jennifer Gielis
A. Shankar
Amanda Prorok
16
63
0
19 Jun 2022
Resilient robot teams: a review integrating decentralised control,
  change-detection, and learning
Resilient robot teams: a review integrating decentralised control, change-detection, and learning
David M. Bossens
Sarvapali Ramchurn
Danesh Tarapore
22
5
0
21 Apr 2022
Symbolic Learning to Optimize: Towards Interpretability and Scalability
Symbolic Learning to Optimize: Towards Interpretability and Scalability
Wenqing Zheng
Tianlong Chen
Ting-Kuei Hu
Zhangyang Wang
29
18
0
13 Mar 2022
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
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive
  Benchmark Study
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study
Tianlong Chen
Kaixiong Zhou
Keyu Duan
Wenqing Zheng
Peihao Wang
Xia Hu
Zhangyang Wang
AAML
GNN
19
61
0
24 Aug 2021
Synthesizing Decentralized Controllers with Graph Neural Networks and
  Imitation Learning
Synthesizing Decentralized Controllers with Graph Neural Networks and Imitation Learning
Fernando Gama
Qingbiao Li
Ekaterina V. Tolstaya
Amanda Prorok
Alejandro Ribeiro
AI4CE
30
28
0
29 Dec 2020
Convolutional Neural Network Architectures for Signals Supported on
  Graphs
Convolutional Neural Network Architectures for Signals Supported on Graphs
Fernando Gama
A. Marques
G. Leus
Alejandro Ribeiro
120
284
0
01 May 2018
CAD2RL: Real Single-Image Flight without a Single Real Image
CAD2RL: Real Single-Image Flight without a Single Real Image
Fereshteh Sadeghi
Sergey Levine
SSL
216
808
0
13 Nov 2016
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