Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure

M Boffa, ZB Houidi, J Krolikowski, D Rossi - arXiv preprint arXiv …, 2022 - arxiv.org
Recent years have witnessed the promise that reinforcement learning, coupled with Graph
Neural Network (GNN) architectures, could learn to solve hard combinatorial optimization …

[PDF][PDF] Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure

M Boffa, ZB Houidi, J Krolikowski, D Rossi - 2022 - nonsns.github.io
Recent years have witnessed the promise that reinforcement learning, coupled with Graph
Neural Network (GNN) architectures, could learn to solve hard combinatorial optimization …

Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure

M Boffa, Z Ben Houidi, J Krolikowski, D Rossi - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Recent years have witnessed the promise that reinforcement learning, coupled with Graph
Neural Network (GNN) architectures, could learn to solve hard combinatorial optimization …