| 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 |
