Combining Reinforcement Learning and Optimal Transport for the Traveling
Salesman Problem

Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem

2 March 2022

Papers citing "Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem"

12 / 12 papers shown

Title
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 216 7 0 01 Jun 2024
The Transformer Network for the Traveling Salesman Problem Xavier Bresson T. Laurent 77 87 0 04 Mar 2021
Deep Policy Dynamic Programming for Vehicle Routing Problems W. Kool H. V. Hoof J. Gromicho Max Welling 70 120 0 23 Feb 2021
Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances Zhang-Hua Fu K. Qiu H. Zha TPM 74 178 0 19 Dec 2020
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 100 371 0 04 Jun 2019
Learning Permutations with Sinkhorn Policy Gradient Patrick Emami Sanjay Ranka 56 55 0 18 May 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 118 1,214 0 22 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,490 0 29 Nov 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 118 3,055 0 09 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,262 0 04 Jun 2013