A deep reinforcement learning approach for solving the Traveling Salesman Problem with Drone

Aigerim Bogyrbayeva; Taehyun Yoon; Hanbum Ko; Sungbin Lim; Hyokun Yun; Changhyun Kwon

doi:10.1016/j.trc.2022.103981

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A deep reinforcement learning approach for solving the Traveling Salesman Problem with Drone

Aigerim Bogyrbayeva Taehyun Yoon Hanbum Ko Sungbin Lim Hyokun Yun Changhyun Kwon

Year: 2023 Journal: Transportation Research Part C Emerging Technologies Vol: 148 Pages: 103981-103981 Publisher: Elsevier BV

DOI: 10.1016/j.trc.2022.103981

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Keywords:

Travelling salesman problem Computer science Reinforcement learning Drone Routing (electronic design automation) Vehicle routing problem Node (physics) 2-opt Mathematical optimization Artificial intelligence Computer network Engineering Algorithm Mathematics

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Vehicle Routing Optimization Methods

Physical Sciences → Engineering → Industrial and Manufacturing Engineering

UAV Applications and Optimization

Physical Sciences → Engineering → Aerospace Engineering

Transportation and Mobility Innovations

Physical Sciences → Engineering → Automotive Engineering

A deep reinforcement learning approach for solving the Traveling Salesman Problem with Drone

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