Deep Reinforcement Learning for Combinatorial Optimization: Covering
Salesman Problems

Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems

11 February 2021

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Papers citing "Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems"

14 / 14 papers shown

Title
Adversarial Generative Flow Network for Solving Vehicle Routing Problems Ni Zhang Jingfeng Yang Zhiguang Cao Xu Chi 102 5 0 03 Mar 2025
Time to Rethink AI for Combinatorial Optimization: Classical Algorithms Remain Tough to Match Yikai Wu Haoyu Zhao Sanjeev Arora 179 0 0 05 Feb 2025
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning Tobias Rohe Michael Kolle Jan Matheis Rüdiger Höpfl Leo Sünkel Claudia Linnhoff-Popien 184 0 0 14 Jan 2025
Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet Elija Deineko Carina Kehrt 52 2 0 07 Nov 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 260 7 0 01 Jun 2024
Generative AI and Process Systems Engineering: The Next Frontier Benjamin Decardi-Nelson Abdulelah S. Alshehri Akshay Ajagekar Fengqi You AI4CE LLMAG 78 29 0 15 Feb 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time Haoran Ye Jiarui Wang Helan Liang Zhiguang Cao Yong Li Fanzhang Li 91 42 0 13 Dec 2023
Maximum Independent Set: Self-Training through Dynamic Programming Lorenzo Brusca Lars C.P.M. Quaedvlieg Stratis Skoulakis Grigorios G. Chrysos Volkan Cevher SSL 68 8 0 28 Oct 2023
Multi-Start Team Orienteering Problem for UAS Mission Re-Planning with Data-Efficient Deep Reinforcement Learning Dong Ho Lee Jaemyung Ahn 60 7 0 02 Mar 2023
Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization Wei Liu Rui Wang Tao Zhang Kaiwen Li Wenhua Li H. Ishibuchi 62 26 0 21 Jun 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 83 25 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 65 4 0 25 Apr 2022
Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer Kaiwen Li Zhang Tao Rui Wang Ling Wang 103 2 0 25 Apr 2022
Learning Geometric Combinatorial Optimization Problems using Self-attention and Domain Knowledge Jaeseung Lee Woojin Choi Jibum Kim 3DPC 30 0 0 05 Jul 2021