Learning Heuristics over Large Graphs via Deep Reinforcement Learning

Learning Heuristics over Large Graphs via Deep Reinforcement Learning

8 March 2019

Papers citing "Learning Heuristics over Large Graphs via Deep Reinforcement Learning"

12 / 12 papers shown

Title
Unveiling the Limits of Learned Local Search Heuristics: Are You the Mightiest of the Meek? Ankur Nath Alan Kuhnle 27 0 0 30 Oct 2023
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks Yaobo Song Laurens Bliek Yingqian Zhang 34 1 0 08 Feb 2023
Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration Thomas D. Barrett Christopher W. F. Parsonson Alexandre Laterre 29 10 0 27 May 2022
Multi-objective Pointer Network for Combinatorial Optimization Leon Gao Rui Wang Chuang Liu Zhao-hong Jia 26 7 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 23 1 0 25 Apr 2022
A Note on Machine Learning Approach for Computational Imaging Bin Dong 26 0 0 24 Feb 2022
Link Scheduling using Graph Neural Networks Zhongyuan Zhao Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra GNN 27 33 0 12 Sep 2021
OpenGraphGym-MG: Using Reinforcement Learning to Solve Large Graph Optimization Problems on MultiGPU Systems Weijian Zheng Dali Wang Fengguang Song GNN OffRL AI4CE 20 1 0 18 May 2021
Reversible Action Design for Combinatorial Optimization with Reinforcement Learning Fan Yao Renqin Cai Hongning Wang 35 11 0 14 Feb 2021
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows Bo Lin Bissan Ghaddar J. Nathwani AI4TS 21 92 0 05 Oct 2020
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka Estelle Aflalo Mattias Marder Avrech Ben-David Santiago Miret Shie Mannor Tamir Hazan Hanlin Tang Somdeb Majumdar GNN 27 11 0 14 Jul 2020
A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems Bo Peng Jiahai Wang Zizhen Zhang 20 73 0 09 Feb 2020