Combinatorial Optimization

Streamlining the Design Space of ML4TSP Suggests Principles for Learning and Search

Explore the Design Space of ML4TSP

Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

Rethinks and benchmarks for predict-and-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.