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| Learning Collaborative Policies to Solve NP-hard Routing Problems | Oct 26, 2021 | Deep Reinforcement LearningTraveling Salesman Problem | CodeCode Available | 1 |
| NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem | Oct 15, 2021 | Traveling Salesman Problem | CodeCode Available | 1 |
| Hybrid Pointer Networks for Traveling Salesman Problems Optimization | Oct 6, 2021 | Combinatorial OptimizationGraph Embedding | CodeCode Available | 1 |
| Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer | Oct 6, 2021 | Traveling Salesman Problem | CodeCode Available | 1 |
| A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman Problem | Aug 17, 2021 | BIG-bench Machine LearningTraveling Salesman Problem | CodeCode Available | 1 |
| Exact and Heuristic Approaches to Drone Delivery Problems | Jul 29, 2021 | Traveling Salesman Problem | CodeCode Available | 1 |
| Solve routing problems with a residual edge-graph attention neural network | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
