Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems

3 January 2025

Papers citing "Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems"

11 / 11 papers shown

Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective

Victor-Alexandru Darvariu

Stephen Hailes

Mirco Musolesi

AI4CE

371

09 Apr 2024

First Competitive Ant Colony Scheme for the CARP

P. Lacomme

C. Prins

A. Tanguy

19 Nov 2022

Matrix Encoding Networks for Neural Combinatorial OptimizationNeural Information Processing Systems (NeurIPS), 2021

289

129

21 Jun 2021

A Survey on Reinforcement Learning for Combinatorial Optimization

Yunhao Yang

Andrew Whinston

200

17 Aug 2020

Learning Combinatorial Optimization on Graphs: A Survey with Applications to Networking

N. Vesselinova

Rebecca Steinert

Daniel F. Perez-Ramirez

Magnus Boman

GNN AI4CE

244

161

22 May 2020

Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon

Yoshua Bengio

Andrea Lodi

Antoine Prouvost

483

1,605

15 Nov 2018

Attention, Learn to Solve Routing Problems!

W. Kool

H. V. Hoof

Max Welling

450

1,463

22 Mar 2018

Learning Combinatorial Optimization Algorithms over Graphs

564

1,616

05 Apr 2017

Neural Message Passing for Quantum Chemistry

Justin Gilmer

1.3K

8,408

04 Apr 2017

Neural Combinatorial Optimization with Reinforcement Learning

736

1,671

29 Nov 2016

Pointer NetworksNeural Information Processing Systems (NeurIPS), 2015

Oriol Vinyals

Meire Fortunato

Navdeep Jaitly

742

3,308

09 Jun 2015