| iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning | May 1, 2024 | Bilevel OptimizationTraveling Salesman Problem | CodeCode Available | 1 |
| Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement | Mar 22, 2024 | Combinatorial OptimizationImitation Learning | CodeCode Available | 1 |
| Can Large Language Models Solve Robot Routing? | Mar 16, 2024 | Code GenerationText-to-Code Generation | CodeCode Available | 1 |
| Ant Colony Optimization for Cooperative Inspection Path Planning Using Multiple Unmanned Aerial Vehicles | Feb 13, 2024 | Traveling Salesman Problem | CodeCode Available | 1 |
| Moco: A Learnable Meta Optimizer for Combinatorial Optimization | Feb 7, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Self-Labeling the Job Shop Scheduling Problem | Jan 22, 2024 | Job Shop SchedulingPseudo Label | CodeCode Available | 1 |
| Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt | Oct 27, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems | Aug 1, 2023 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context | Jun 5, 2023 | Decision MakingTraveling Salesman Problem | CodeCode Available | 1 |
| Towards Omni-generalizable Neural Methods for Vehicle Routing Problems | May 31, 2023 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 1 |
