Jiayi Luo's starred repositories

cvrp

Capacitated Vehicle Routing Problem (CVRP) with multiple depots using OR-Tools and Google Maps API for real time optimal route

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Dynamic-AM

A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems

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trucks-and-drones

Using reinforcement learning to solve the travelling salesman and vehicle routing problem with drones (or robots).

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cvrp

A DSS web app for Capacitated Vehicle Routing Problem with Django, Docker, and nginx

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Rewriting-By-Generating

code for paper: 'Rewriting by Generating: Learn Heuristics for Large-scale Vehicle Routing Problems'

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JAMPR

Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention

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euro-neurips-vrp-2022-quickstart

Quickstart for EURO Meets NeurIPS 2022 Vehicle Routing Competition

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pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

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learning-to-delegate

[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing

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VRPLIB

Python package to read and write vehicle routing problem instances.

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ALNS

this is a repository for ALNS

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ALNS

Adaptive large neighbourhood search (and more!) in Python.

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tsp_3opt_2opt

Travelling salesman problem with 3opt move and 2opt perturbation

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Top-AI-Conferences-Paper-with-Code

Top-Conferences-Paper-with-Code (ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、NeurIPS、ICLR and etc)

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GATE

Official implementation of our work, GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction [AAAI 2021].

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dynamic-gcn

Dynamic Graph Convolutional Networks with Attention Mechanism for Rumor Detection on Social Media (PLOS ONE 2021)

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VRPTW

Vehicle routing problem solution with greedy +tabu search algo Python Impl

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PDP-N2S

This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short oral at IJCAI 2022.

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Lin-Kernighan-TSP-local-search

An implementation of a local-search-based heuristic for the symmetric travelling salesman problem (TSP), using the Lin-Kernighan neighborhood.

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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HCVRP_DRL

This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"

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tsp_solver

Solving tsp (travel sales problem) using ruin & recreate method.

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ADMM_Python

Solomon benchmark instances

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GTA-RL

Attention based model for learning to solve different routing problems

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Alpha-T

Alpha-T source code

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optw_rl

A Reinforcement Learning Approach to the Orienteering Problem with Time Windows

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Hybrid-Pointer-Networks

Hybrid Pointer Networks for Traveling Salesman Problems Optimization

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