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#air-traffic-management News & Analysis

2 articles tagged with #air-traffic-management. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · 8h ago5/10
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Joint Air Traffic Flow and Capacity Management via Answer Set Programming

Researchers introduce a joint air traffic flow and capacity management model using Answer Set Programming that simultaneously optimizes aircraft trajectories and sector configurations. The ASP approach outperforms traditional Mixed Integer Programming methods and remains competitive with heuristics, demonstrating potential improvements in balancing flight demand with available airspace capacity.

AIBullisharXiv – CS AI · 8h ago6/10
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Decentralized Autonomous Traffic Management through Corridor Networks

Researchers have developed a decentralized multi-agent reinforcement learning approach to manage autonomous aircraft traffic in Advanced Air Mobility (AAM) corridor networks without centralized coordination. The system successfully generalizes policies trained on single corridors to complex multi-corridor scenarios with merges, splits, and varying traffic conditions, suggesting scalable solutions for future autonomous aviation infrastructure.