Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems (CoEKS)
April 8, 2026 · View on GitHub
Paper
The paper associated with this codebase can be found here Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems
🚀 Installation
If you want to install all dependencies, please use environment.yml and requirements.txt.
Running
The main training script can be called via:
python run.py
You can also specify the tasks used for training by configuring subsample_problems in CoEKS/envs/mtvrp/generator.py.
Testing
You may use the provided test function:
python test.py --checkpoint checkpoints/CoEKS50/coeks.ckpt
Reference
If our work is helpful for your research, please cite our paper:
@inproceedings{yu2026combinationofexperts,
title={Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems},
author={Zikang Yu and Jinbiao Chen and Jiahai Wang},
booktitle={The Fourteenth International Conference on Learning Representations},
year={2026},
}