Learning to Delegate for Large-scale Vehicle Routing

8 July 2021

Papers citing "Learning to Delegate for Large-scale Vehicle Routing"

16 / 66 papers shown

Title
Scope Restriction for Scalable Real-Time Railway Rescheduling: An Exploratory Study Erik Nygren Christian Eichenberger Emma Frejinger 19 0 0 05 May 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning Taoan Huang Aaron Ferber Yuandong Tian B. Dilkina Benoit Steiner 44 20 0 03 Feb 2023
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization Darko Drakulic Sofia Michel Florian Mai Arnaud Sors J. Andreoli OffRL 41 32 0 09 Jan 2023
Local Branching Relaxation Heuristics for Integer Linear Programs Taoan Huang Aaron Ferber Yuandong Tian B. Dilkina Benoit Steiner 23 3 0 15 Dec 2022
Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic Rodolfo Valiente Behrad Toghi Mahdi Razzaghpour Ramtin Pedarsani Y. P. Fallah 24 4 0 22 Nov 2022
Prediction-aware and Reinforcement Learning based Altruistic Cooperative Driving Rodolfo Valiente Mahdi Razzaghpour Behrad Toghi Ghayoor Shah Y. P. Fallah 28 14 0 19 Nov 2022
SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems Aaron Ferber Taoan Huang Daochen Zha M. Schubert Benoit Steiner B. Dilkina Yuandong Tian 41 20 0 22 Oct 2022
Route Planning for Last-Mile Deliveries Using Mobile Parcel Lockers: A Hybrid Q-Learning Network Approach Yubin Liu Qiming Ye J. Escribano-Macias Yuxiang Feng Eduardo Candela Panagiotis Angeloudis 16 20 0 09 Sep 2022
Simulation-guided Beam Search for Neural Combinatorial Optimization Jinho Choo Yeong-Dae Kwon Jihoon Kim Jeongwoo Jae André Hottung Kevin Tierney Youngjune Gwon 30 63 0 13 Jul 2022
Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems Minjun Kim Junyoung Park Jinkyoo Park 29 2 0 06 Jun 2022
On the Generalization of Neural Combinatorial Optimization Heuristics S. Manchanda Sofia Michel Darko Drakulic J. Andreoli 27 20 0 01 Jun 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 29 24 0 05 May 2022
Efficient Neural Neighborhood Search for Pickup and Delivery Problems Yining Ma Jingwen Li Zhiguang Cao Wen Song Hongliang Guo Yuejiao Gong Yeow Meng Chee 16 39 0 25 Apr 2022
Pareto Set Learning for Neural Multi-objective Combinatorial Optimization Xi Lin Zhiyuan Yang Qingfu Zhang 20 62 0 29 Mar 2022
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems Laurens Bliek P. Costa Reza Refaei Afshar Yingqian Zhang Tom Catshoek ... Ricardo Gama Hugo L. Fernandes Martin Zaefferer Manuel López-Ibánez Ekhine Irurozki 19 7 0 25 Jan 2022
Deep Policy Dynamic Programming for Vehicle Routing Problems W. Kool H. V. Hoof J. Gromicho Max Welling 42 115 0 23 Feb 2021