A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone

Reinforcement learning has recently shown promise in learning quality solutions in many combinatorial optimization problems. In particular, the attention-based encoder-decoder models show high effectiveness on various routing problems, including the Traveling Salesman Problem (TSP). Unfortunately, t...

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Hauptverfasser:	Bogyrbayeva, Aigerim, Yoon, Taehyun, Ko, Hanbum, Lim, Sungbin, Yun, Hyokun, Kwon, Changhyun
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Mathematics - Optimization and Control
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