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Efficient Planning of Multi-Robot Collective Transport using Graph
  Reinforcement Learning with Higher Order Topological Abstraction

Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction

15 March 2023
Steve Paul
Wenyuan Li
B. Smyth
Yuzhou Chen
Yulia R. Gel
Souma Chowdhury
ArXivPDFHTML

Papers citing "Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction"

5 / 5 papers shown
Title
Consensus-Based Dynamic Task Allocation for Multi-Robot System
  Considering Payloads Consumption
Consensus-Based Dynamic Task Allocation for Multi-Robot System Considering Payloads Consumption
Xuekai Qiu
Pengming Zhu
Yiming Hu
Zhiwen Zeng
Huimin Lu
75
0
0
13 Dec 2024
A Talent-infused Policy-gradient Approach to Efficient Co-Design of
  Morphology and Task Allocation Behavior of Multi-Robot Systems
A Talent-infused Policy-gradient Approach to Efficient Co-Design of Morphology and Task Allocation Behavior of Multi-Robot Systems
Prajit KrisshnaKumar
Steve Paul
Souma Chowdhury
74
0
0
27 Nov 2024
Bigraph Matching Weighted with Learnt Incentive Function for Multi-Robot
  Task Allocation
Bigraph Matching Weighted with Learnt Incentive Function for Multi-Robot Task Allocation
Steve Paul
Nathan Maurer
Souma Chowdhury
18
0
0
11 Mar 2024
OptiRoute: A Heuristic-assisted Deep Reinforcement Learning Framework
  for UAV-UGV Collaborative Route Planning
OptiRoute: A Heuristic-assisted Deep Reinforcement Learning Framework for UAV-UGV Collaborative Route Planning
Md Safwan Mondal
S. Ramasamy
Pranav A. Bhounsule
11
0
0
18 Sep 2023
Fast Decision Support for Air Traffic Management at Urban Air Mobility
  Vertiports using Graph Learning
Fast Decision Support for Air Traffic Management at Urban Air Mobility Vertiports using Graph Learning
Prajit KrisshnaKumar
Jhoel Witter
Steve Paul
Han-Seon Cho
Karthik Dantu
Souma Chowdhury
15
3
0
17 Aug 2023
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