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Name: Yining Ma
Type: User
Company: Postdoctoral Associate, MIT
Location: United States
Name: Yining Ma
Type: User
Company: Postdoctoral Associate, MIT
Location: United States
AWS Last Mile Route Sequence Optimization
Attention based model for learning to solve different routing problems
This repo implements our paper, "Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee", which has been accepted at NuerIPS 2021.
Numerical Black-Box Optimization Benchmarking Framework
Code for "DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization"
Efficient Active Search
Gemini is a modern LaTex beamerposter theme 🖼
Must-read papers on graph neural networks (GNN)
Google Research
[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
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.
This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short oral at IJCAI 2022.
codes for paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"
:hibiscus: Population-Based Reinforcement Learning for Combinatorial Optimization
Implementation of PPO Lagrangian in PyTorch
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
RouteFinder: Towards Foundation Models for Vehicle Routing Problems
Modified versions of the Soft Actor-Critic algorithm for Atari games from https://github.com/ac-93/soft-actor-critic.
Java tool to translate VRP instances to VRP-REP unified format.
An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.
This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.