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Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance

Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance

15 January 2025
Raúl Arranz
David Carramiñana
Gonzalo de Miguel
Juan A. Besada
Ana M. Bernardos
ArXiv (abs)PDFHTML

Papers citing "Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance"

6 / 6 papers shown
Title
Biologically Inspired Swarm Dynamic Target Tracking and Obstacle
  Avoidance
Biologically Inspired Swarm Dynamic Target Tracking and Obstacle Avoidance
Lucas Page
41
0
0
15 Oct 2024
Comparative Analysis of Agent-Oriented Task Assignment and Path Planning
  Algorithms Applied to Drone Swarms
Comparative Analysis of Agent-Oriented Task Assignment and Path Planning Algorithms Applied to Drone Swarms
R. Ganesan
Samantha Kappagoda
Giuseppe Loianno
David K. A. Mordecai
40
7
0
13 Jan 2021
Communication-Efficient Massive UAV Online Path Control: Federated
  Learning Meets Mean-Field Game Theory
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory
Hamid Shiri
Jihong Park
M. Bennis
84
80
0
09 Mar 2020
Soft Actor-Critic Algorithms and Applications
Soft Actor-Critic Algorithms and Applications
Tuomas Haarnoja
Aurick Zhou
Kristian Hartikainen
George Tucker
Sehoon Ha
...
Vikash Kumar
Henry Zhu
Abhishek Gupta
Pieter Abbeel
Sergey Levine
162
2,461
0
13 Dec 2018
Proximal Policy Optimization Algorithms
Proximal Policy Optimization Algorithms
John Schulman
Filip Wolski
Prafulla Dhariwal
Alec Radford
Oleg Klimov
OffRL
709
19,377
0
20 Jul 2017
Deep Reinforcement Learning: An Overview
Deep Reinforcement Learning: An Overview
Yuxi Li
OffRLVLM
352
1,551
0
25 Jan 2017
1