Using Reinforcement Learning in a Dynamic Team Orienteering Problem with Electric Batteries

Using Reinforcement Learning in a Dynamic Team Orienteering Problem with Electric Batteries

This paper addresses the team orienteering problem (TOP) with vehicles equipped with electric batteries under dynamic travel conditions influenced by weather and traffic, which impact travel times between nodes and hence might have a critical effect on the battery capacity to cover the planned route...

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Bibliographic Details
Main Authors: Majsa Ammouriova, Antoni Guerrero, Veronika Tsertsvadze, Christin Schumacher, Angel A. Juan
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Batteries
Subjects:
team orienteering problem
battery management
electric vehicle
reinforcement learning
Online Access:https://www.mdpi.com/2313-0105/10/12/411
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