Learning to Perform Local Rewriting for Combinatorial Optimization

Learning to Perform Local Rewriting for Combinatorial Optimization

30 September 2018

Papers citing "Learning to Perform Local Rewriting for Combinatorial Optimization"

13 / 163 papers shown

Title
Constrained Combinatorial Optimization with Reinforcement Learning Rubén Solozabal Josu Ceberio Martin Takáč 20 21 0 22 Jun 2020
Automated Optical Multi-layer Design via Deep Reinforcement Learning Haozhu Wang Zeyu Zheng Chengang Ji L. J. Guo 20 3 0 21 Jun 2020
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention Jonas K. Falkner Lars Schmidt-Thieme 19 36 0 16 Jun 2020
Learning the Travelling Salesperson Problem Requires Rethinking Generalization Chaitanya K. Joshi Quentin Cappart Louis-Martin Rousseau T. Laurent 24 108 0 12 Jun 2020
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time Iddo Drori Anant Kharkar William R. Sickinger Brandon Kates Qiang Ma Suwen Ge Eden Dolev Brenda L Dietrich David P. Williamson Madeleine Udell 19 82 0 06 Jun 2020
Dynamic Partial Removal: A Neural Network Heuristic for Large Neighborhood Search Mingxiang Chen Lei Gao Qichang Chen Zhixin Liu 14 17 0 19 May 2020
Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems Yuan Sun Andreas T. Ernst Xiaodong Li J. Weiner 21 38 0 12 May 2020
Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising Xiaotian Hao Junqi Jin Jianye Hao Jin Li Weixun Wang Yi Ma Zhenzhe Zheng Han Li Jian Xu Kun Gai 19 2 0 09 May 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 41 603 0 07 Mar 2020
Learn to Design the Heuristics for Vehicle Routing Problem Lei Gao Mingxiang Chen Qichang Chen Ganzhong Luo Nuoyi Zhu Zhixin Liu 19 51 0 20 Feb 2020
Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization D. Beloborodov Alexander Ulanov Jakob N. Foerster Shimon Whiteson A. I. L. R. Q. Center 38 21 0 11 Feb 2020
Learning Improvement Heuristics for Solving Routing Problems Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang Andrew Lim 39 282 0 12 Dec 2019
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning Hyunwook Kang Taehwan Kwon Jinkyoo Park J. R. Morrison 21 1 0 29 May 2019