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05/31/2023
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
Learning heuristics for vehicle routing problems (VRPs) has gained much ...
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03/04/2023
Neural Airport Ground Handling
Airport ground handling (AGH) offers necessary operations to flights dur...
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02/27/2023
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling
Dispatching vehicle fleets to serve flights is a key task in airport gro...
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02/15/2022
Learning to Solve Routing Problems via Distributionally Robust Optimization
Recent deep models for solving routing problems always assume a single d...
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11/01/2021
Learning Large Neighborhood Search Policy for Integer Programming
We propose a deep reinforcement learning (RL) method to learn large neig...
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12/12/2019