Qianlong Wang's starred repositories
ML4VRP2024
Machine Learning for Evolutionary Computation - for Vehicle Routing Problems (ML4VRP) competition resources at GECCO 2024.
Hands-on-ML
https://hml.boyuai.com
SCIMAI-Gym
A Python library for addressing the Supply Chain Inventory Management problem through Deep Reinforcement Learning algorithms.
CGLP-via-ML
The codes for the machine learning algorithms to solve cut-generating linear programs
reinforcement-learning
Personal experiments on Reinforcement Learning
DeepBeerInventory-RL
The code for the SRDQN algorithm to train an agent for the beer game problem
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
VRP-GCN-NPEC
An implementation of GCN-NPEC for VRP
branch-and-price-gurobi
Repository contains implementation of Branch and Prive for classical General Assignment Problem problem using Python and Gurobi solver.
gurobi-optimods
Data-driven APIs for common optimization tasks
Hands-on-RL
https://hrl.boyuai.com/
stochastic-optimization
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.
reinforcement-learning-algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
hybridcvrp
HybridCVRP: A Hybrid Metaheuristic Solver for the Capacitated Vehicle Routing Problem
VRPTW-Column-Generation
A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)
location-routing
A state-of-the-art exact Branch-Cut-and-Price algorithm for the Capacitated Location-Routing Problem and related problems
amazon-sagemaker-amazon-routing-challenge-sol
AWS Last Mile Route Sequence Optimization