AlphaRouter: Quantum Circuit Routing with Reinforcement Learning and
Tree SearchInternational Conference on Quantum Computing and Engineering (QCE), 2024 |
GLOP: Learning Global Partition and Local Construction for Solving
Large-scale Routing Problems in Real-timeAAAI Conference on Artificial Intelligence (AAAI), 2023 |
DeepACO: Neural-enhanced Ant Systems for Combinatorial OptimizationNeural Information Processing Systems (NeurIPS), 2023 |
A Neural Separation Algorithm for the Rounded Capacity InequalitiesINFORMS journal on computing (IJOC), 2023 |
Learning to repeatedly solve routing problemsNetworks (Networks), 2022 |
A Deep Reinforcement Learning Approach for Solving the Traveling
Salesman Problem with DroneTransportation Research Part C: Emerging Technologies (TRC), 2021 |