Dynamic stochastic electric vehicle routing with safe reinforcement learning

Transportation Research Part E Logistics and Transportation Review ◽

10.1016/j.tre.2021.102496 ◽

2022 ◽

Vol 157 ◽

pp. 102496

Author(s):

Rafael Basso ◽

Balázs Kulcsár ◽

Ivan Sanchez-Diaz ◽

Xiaobo Qu

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Electric Vehicle ◽

Dynamic Stochastic

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Deep Reinforcement Learning for the Electric Vehicle Routing Problem With Time Windows

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3105232 ◽

2021 ◽

pp. 1-11

Author(s):

Bo Lin ◽

Bissan Ghaddar ◽

Jatin Nathwani

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Electric Vehicle ◽

Vehicle Routing Problem ◽

Time Windows ◽

Routing Problem

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Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3089179 ◽

2021 ◽

pp. 1-14

Author(s):

Yunqiu Xu ◽

Meng Fang ◽

Ling Chen ◽

Gangyan Xu ◽

Yali Du ◽

...

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Vehicle Routing Problems ◽

Routing Problems

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A Multiagent Fuzzy Reinforcement Learning Approach for Economic Power Dispatch Considering Multiple Plug-In Electric Vehicle Loads

Arabian Journal for Science and Engineering ◽

10.1007/s13369-020-05153-7 ◽

2021 ◽

Author(s):

Nandan Kumar Navin

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Economic Power ◽

Learning Approach ◽

Power Dispatch ◽

Vehicle Loads ◽

Economic Power Dispatch

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A novel reinforcement learning-based hyper-heuristic for heterogeneous vehicle routing problem

Computers & Industrial Engineering ◽

10.1016/j.cie.2021.107252 ◽

2021 ◽

pp. 107252

Author(s):

Wei Qin ◽

Zilong Zhuang ◽

Zizhao Huang ◽

Haozhe Huang

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Vehicle Routing Problem ◽

Routing Problem ◽

Heterogeneous Vehicle Routing Problem

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The Mathematical Model and an Genetic Algorithm for the Two-Echelon Electric Vehicle Routing Problem

Journal of Physics Conference Series ◽

10.1088/1742-6596/1813/1/012006 ◽

2021 ◽

Vol 1813 (1) ◽

pp. 012006

Author(s):

Yue Zhang ◽

Shenghan Zhou ◽

XinPeng Ji ◽

Bang Chen ◽

HouXiang Liu ◽

...

Keyword(s):

Genetic Algorithm ◽

Mathematical Model ◽

Vehicle Routing ◽

Electric Vehicle ◽

Vehicle Routing Problem ◽

Routing Problem ◽

The Mathematical Model

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A Deep Reinforcement Learning Based Energy Management Framework with Lagrangian Relaxation for Plug-in Hybrid Electric Vehicle

IEEE Transactions on Transportation Electrification ◽

10.1109/tte.2020.3043239 ◽

2020 ◽

pp. 1-1

Author(s):

Hailong Zhang ◽

Jiankun Peng ◽

Huachun Tan ◽

Hanxuan Dong ◽

Fan Ding

Keyword(s):

Reinforcement Learning ◽

Electric Vehicle ◽

Energy Management ◽

Lagrangian Relaxation ◽

Hybrid Electric Vehicle ◽

Management Framework ◽

Hybrid Electric

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Traffic aware electric vehicle routing

2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2016.7795588 ◽

2016 ◽

Author(s):

Rafael Basso ◽

Peter Lindroth ◽

Balazs Kulcsar ◽

Bo Egardt

Keyword(s):

Vehicle Routing ◽

Electric Vehicle

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A large neighborhood search-based matheuristic for the load-dependent electric vehicle routing problem with time windows

Annals of Operations Research ◽

10.1007/s10479-021-04320-9 ◽

2021 ◽

Author(s):

Sina Rastani ◽

Bülent Çatay

Keyword(s):

Vehicle Routing ◽

Electric Vehicle ◽

Vehicle Routing Problem ◽

Time Windows ◽

Neighborhood Search ◽

Large Neighborhood Search ◽

Routing Problem ◽

Large Neighborhood

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Autonomous Vehicle Routing Optimization in a Competitive Environment: A Reinforcement Learning Application

International Conference on Transportation and Development 2018 ◽

10.1061/9780784481530.011 ◽

2018 ◽

Author(s):

Alireza Mostafizi ◽

Mohammad Rayeedul Kalam Siam ◽

Haizhong Wang

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Autonomous Vehicle ◽

Competitive Environment ◽

Routing Optimization ◽

Vehicle Routing Optimization

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Electric vehicle routing problem with time windows, recharging stations and battery swapping stations

EURO Journal on Transportation and Logistics ◽

10.1007/s13676-018-0136-9 ◽

2018 ◽

Vol 7 (4) ◽

pp. 415-451 ◽

Author(s):

Amit Verma

Keyword(s):

Vehicle Routing ◽

Electric Vehicle ◽

Vehicle Routing Problem ◽

Time Windows ◽

Routing Problem

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