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Traveling Salesman Problem

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TitleStatusHype
Deep Reinforcement Learning for Orienteering Problems Based on Decomposition—0
Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration—0
Distance approximation to support customer selection in vehicle routing problemsCode0
Pareto Set Learning for Neural Multi-objective Combinatorial OptimizationCode1
Improving Ant Colony Optimization Efficiency for Solving Large TSP InstancesCode1
Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman ProblemCode0
The First AI4TSP Competition: Learning to Solve Stochastic Routing ProblemsCode1
Minimax Multi-Agent Persistent Monitoring of a Network System—0
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement LearningCode1
A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with DroneCode1
Enhanced Self-Organizing Map Solution for the Traveling Salesman ProblemCode1
Reversible Action Design for Combinatorial Optimization with ReinforcementLearning—0
A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers—0
Learning Collaborative Policies to Solve NP-hard Routing ProblemsCode1
NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman ProblemCode1
Hybrid Pointer Networks for Traveling Salesman Problems OptimizationCode1
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative TransformerCode1
Preference Conditioned Neural Multi-objective Combinatorial Optimization—0
Generative Adversarial Training for Neural Combinatorial Optimization Models—0
An Attention-LSTM Hybrid Model for the Coordinated Routing of Multiple Vehicles—0
DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem—0
Evolving Evolutionary Algorithms using Linear Genetic Programming—0
Computing Steiner Trees using Graph Neural Networks—0
A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman ProblemCode1
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning—0
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