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Browsing by Subject "Air traffic flow management"

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A framework for collaborative air traffic flow management minimizing costs for airspace users: enabling trajectory options and flexible pre-tactical delay management

Xu, Yan; Dalmau, Ramon; Melgosa, Marc; Montlaur, Adeline; Prats, Xavier (Elsevier, 2020-03-03)

This paper proposes a collaborative air traffic flow management (ATFM) framework, in the scope of trajectory based operations, aiming to improve the cost-efficiency for airspace users (AUs) when facing ATFM regulations. ...
General multi-agent reinforcement learning integrating heuristic-based delay priority strategy for demand and capacity balancing

Chen, Yutong; Xu, Yan; Hu, Minghua (Elsevier, 2023-06-22)

Reinforcement learning (RL) techniques have been studied for solving the demand and capacity balancing (DCB) problem in air traffic management to exploit their full computational potential. Due to the lack of generalisation ...
Locally generalised multi-agent reinforcement learning for demand and capacity balancing with customised neural networks

Chen, Yutong; Hu, Minghua; Xu, Yan; Yang, Lei (Elsevier, 2023-04-18)

Reinforcement Learning (RL) techniques are being studied to solve the Demand and Capacity Balancing (DCB) problems to fully exploit their computational performance. A locally generalised Multi-Agent Reinforcement Learning ...
Synchronised demand-capacity balancing in collaborative air traffic flow management

Xu, Yan; Prats, Xavier; Delahaye, Daniel (Elsevier, 2020-02-25)

This paper introduces a novel approach for synchronised demand-capacity balancing within a proposed Collaborative Air Traffic Flow Management framework. The approach is aimed to realise optimising traffic flow and scheduling ...

Browsing by Subject "Air traffic flow management"

Browsing by Subject "Air traffic flow management"

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