Combinatorial Optimization

Rethinking and Benchmarking Predict-then-Optimize Paradigm for Combinatorial Optimization Problems

Rethinks and benchmarks for predict-then-optimize

GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction

An efficient and effective solver for VNE problem

Awesome Machine Learning for Combinatorial Optimization Resources

A list of resources that utilize machine learning technologies to solve combinatorial optimization problems.