AIBullisharXiv – CS AI · 10h 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.