Image-Based Multi-Agent Reinforcement Learning for Demand–Capacity Balancing

Image-Based Multi-Agent Reinforcement Learning for Demand–Capacity Balancing

Air traffic flow management (ATFM) is of crucial importance to the European Air Traffic Control System due to two factors: first, the impact of ATFM, including safety implications on ATC operations; second, the possible consequences of ATFM measures on both airports and airlines operations. Thus, th...

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Bibliographic Details
Main Authors: Sergi Mas-Pujol, Esther Salamí, Enric Pastor
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Aerospace
Subjects:
air traffic flow management
demand–capacity balancing
reinforcement learning
multi-agent
deep Q-learning
deep deterministic policy gradient
Online Access:https://www.mdpi.com/2226-4310/9/10/599

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https://www.mdpi.com/2226-4310/9/10/599

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