Deep Reinforcement Learning for Electric Vehicle Routing Problem with
Time Windows

Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows

5 October 2020

Papers citing "Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows"

16 / 16 papers shown

Title
Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II Rixin Wu Ran A. Wang J. Hao Qiang Wu Ping Wang Dusit Niyato 24 0 0 18 Jul 2024
Edge-DIRECT: A Deep Reinforcement Learning-based Method for Solving Heterogeneous Electric Vehicle Routing Problem with Time Window Constraints Arash Mozhdehi Mahdi Mohammadizadeh Xin Wang 27 0 0 28 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 70 6 0 01 Jun 2024
Pointer Networks Trained Better via Evolutionary Algorithms Muyao Zhong Shengcai Liu Bingdong Li Haobo Fu Ke Tang Peng Yang 25 0 0 02 Dec 2023
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 35 14 0 26 Oct 2022
Learning to Solve Soft-Constrained Vehicle Routing Problems with Lagrangian Relaxation Qiaoyue Tang Yangzhe Kong Lemeng Pan Choon-woo Lee 30 3 0 20 Jul 2022
A new Hyper-heuristic based on Adaptive Simulated Annealing and Reinforcement Learning for the Capacitated Electric Vehicle Routing Problem Erick Rodríguez-Esparza A. Masegosa Diego Oliva E. Onieva 23 22 0 07 Jun 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 29 24 0 05 May 2022
Deep Reinforcement Learning for Orienteering Problems Based on Decomposition Wei Liu Tao Zhang Rui Wang Kaiwen Li Wenhua Li Kang Yang 22 4 0 25 Apr 2022
A Reinforcement Learning Approach for Electric Vehicle Routing Problem with Vehicle-to-Grid Supply A. Narayanan P. Misra Ankush Ojha Vivek Bandhu Supratim Ghosh Arunchandar Vasan 11 6 0 12 Apr 2022
Multi-Agent Path Planning Using Deep Reinforcement Learning M. Çetinkaya 32 2 0 04 Oct 2021
Off-line approximate dynamic programming for the vehicle routing problem with a highly variable customer basis and stochastic demands M. Dastpak Fausto Errico O. Jabali 25 5 0 21 Sep 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 22 3 0 10 Aug 2021
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 39 84 0 03 May 2021
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows Ricardo Gama Hugo L. Fernandes 19 34 0 07 Nov 2020