conftrace_

neural combinatorial optimization

16 papers

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Also known as

NCO

Co-occurring keywords

traveling salesman problem (57) combinatorial optimization (1039) reinforcement learning (4352) vehicle routing problem (32) neural network (6616) graph neural network (3962) vehicle routing (31) deep reinforcement learning (903) sub-problem solving (1) travelling salesman problem (9)

Papers

Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation AAAI 2026
Destroy and Repair Using Hyper-Graphs for Routing AAAI 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025
EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization AAAI 2024
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization IJCAI 2024
Prompt Learning for Generalized Vehicle Routing IJCAI 2024
Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret AAAI 2024
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NIPS 2024
Combinatorial Optimization and Reasoning with Graph Neural Networks JMLR 2023
H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman Problem AAAI 2023
Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization NIPS 2023
DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NIPS 2023
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt NIPS 2023
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization NIPS 2022
Matrix encoding networks for neural combinatorial optimization NIPS 2021
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning NIPS 2020