| Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning | Jun 20, 2025 | Computational EfficiencyTask Planning | —Unverified | 0 |
| RsGCN: Rescaling Enhances Generalization of GCNs for Solving Scalable Traveling Salesman Problems | May 31, 2025 | Traveling Salesman Problem | —Unverified | 0 |
| Learning for Dynamic Combinatorial Optimization without Training Data | May 26, 2025 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| LMask: Learn to Solve Constrained Routing Problems with Lazy Masking | May 23, 2025 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Bandit based Dynamic Candidate Edge Selection in Solving Traveling Salesman Problems | May 21, 2025 | Traveling Salesman Problem | —Unverified | 0 |
| Collaborative Problem-Solving in an Optimization Game | May 21, 2025 | Traveling Salesman Problem | CodeCode Available | 0 |
| Preference Optimization for Combinatorial Optimization Problems | May 13, 2025 | Combinatorial OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| Purity Law for Generalizable Neural TSP Solvers | May 7, 2025 | Traveling Salesman Problem | —Unverified | 0 |
| The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration | Apr 21, 2025 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Large Language Models as Particle Swarm Optimizers | Apr 12, 2025 | Symbolic RegressionTraveling Salesman Problem | —Unverified | 0 |
| Annealed Mean Field Descent Is Highly Effective for Quadratic Unconstrained Binary Optimization | Apr 11, 2025 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Steiner Traveling Salesman Problem with Quantum Annealing | Apr 3, 2025 | Traveling Salesman Problem | —Unverified | 0 |
| Optimizing Package Delivery with Quantum Annealers: Addressing Time-Windows and Simultaneous Pickup and Delivery | Apr 2, 2025 | Traveling Salesman Problem | —Unverified | 0 |
| TuneNSearch: a hybrid transfer learning and local search approach for solving vehicle routing problems | Mar 16, 2025 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| Bridging Pattern-Aware Complexity with NP-Hard Optimization: A Unifying Framework and Empirical Study | Mar 12, 2025 | Meta-LearningTraveling Salesman Problem | —Unverified | 0 |
| Learning to Reduce Search Space for Generalizable Neural Routing Solver | Mar 5, 2025 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Leveraging Large Language Models to Develop Heuristics for Emerging Optimization Problems | Mar 5, 2025 | Combinatorial OptimizationIn-Context Learning | CodeCode Available | 0 |
| Navigating Intelligence: A Survey of Google OR-Tools and Machine Learning for Global Path Planning in Autonomous Vehicles | Mar 5, 2025 | Autonomous VehiclesQ-Learning | —Unverified | 0 |
| Solving the Traveling Salesman Problem via Different Quantum Computing Architectures | Feb 24, 2025 | Traveling Salesman Problem | —Unverified | 0 |
| Destroy and Repair Using Hyper Graphs for Routing | Feb 22, 2025 | Combinatorial OptimizationTraveling Salesman Problem | CodeCode Available | 0 |
| LocalEscaper: A Weakly-supervised Framework with Regional Reconstruction for Scalable Neural TSP Solvers | Feb 18, 2025 | Reinforcement Learning (RL)Traveling Salesman Problem | —Unverified | 0 |
| Blackout DIFUSCO | Feb 5, 2025 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| Learning-Based TSP-Solvers Tend to Be Overly Greedy | Feb 2, 2025 | Combinatorial OptimizationData Augmentation | —Unverified | 0 |
| PSO and the Traveling Salesman Problem: An Intelligent Optimization Approach | Jan 25, 2025 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Cascaded Large-Scale TSP Solving with Unified Neural Guidance: Bridging Local and Population-based Search | Jan 24, 2025 | Traveling Salesman Problem | —Unverified | 0 |
