yining043

TSP-improve

An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.

VRP-DACT

This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.

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.

NeuOpt

This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.

SAC-discrete

Modified versions of the Soft Actor-Critic algorithm for Atari games from https://github.com/ac-93/soft-actor-critic.

Byzantine-Federeated-RL

This repo implements our paper, "Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee", which has been accepted at NuerIPS 2021.

DIFUSCO

Code for "DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization"

GNNPapers

Must-read papers on graph neural networks (GNN)

RLMA

amazon-sagemaker-amazon-routing-challenge-sol

AWS Last Mile Route Sequence Optimization

attention-learn-to-route

Attention based model for learning to solve different routing problems

coco

Numerical Black-Box Optimization Benchmarking Framework

distributed_tutorial

EAS

Efficient Active Search

ELG

gemini

Gemini is a modern LaTex beamerposter theme 🖼

google-research

Google Research

LCP

learning-to-delegate

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

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)

LLM-as-HH

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

NCO_code

L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China

POMO

codes for paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"

poppy

:hibiscus: Population-Based Reinforcement Learning for Combinatorial Optimization

PPO_Lagrangian_PyTorch

Implementation of PPO Lagrangian in PyTorch

rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

svrg_for_policy_evaluation_with_fewer_gradients

translator

Java tool to translate VRP instances to VRP-REP unified format.

TSP

yining043.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes