Exploring the possibilities of MADDPG for UAV swarm control by simulating in Pac-Man environment

This paper explores the application of the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) for model training to control UAV swarms in dynamic and adversarial scenarios. Using a modified Pac-Man environment, Pac-Man represents a target UAV, and Ghosts represents the UAV swarm that counteract...

Full description

Saved in:
Bibliographic Details
Main Authors: Artem Novikov, Sergiy Yakovlev, Ivan Gushchin
Format: Article
Language:English
Published: National Aerospace University «Kharkiv Aviation Institute» 2025-02-01
Series:Радіоелектронні і комп'ютерні системи
Subjects:
Online Access:http://nti.khai.edu/ojs/index.php/reks/article/view/2789
Tags: Add Tag
No Tags, Be the first to tag this record!