| Hybrid Genetic Algorithm and Mixed Integer Linear Programming for Flying Sidekick TSP | Apr 26, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem | Apr 19, 2023 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Base Placement Optimization for Coverage Mobile Manipulation Tasks | Apr 17, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning | Apr 1, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Preference-Aware Delivery Planning for Last-Mile Logistics | Mar 8, 2023 | Bayesian OptimizationTraveling Salesman Problem | CodeCode Available | 0 |
| A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone | Mar 1, 2023 | Decision MakingTraveling Salesman Problem | —Unverified | 0 |
| ASP: Learn a Universal Neural Solver! | Mar 1, 2023 | Combinatorial OptimizationTraveling Salesman Problem | CodeCode Available | 1 |
| DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization | Feb 16, 2023 | Combinatorial OptimizationDenoising | CodeCode Available | 2 |
| Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks | Feb 8, 2023 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspection | Feb 2, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing | Jan 30, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization | Nov 8, 2022 | global-optimizationQuantization | —Unverified | 0 |
| Travel the Same Path: A Novel TSP Solving Strategy | Oct 12, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems | Oct 8, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem | Sep 22, 2022 | BenchmarkingCombinatorial Optimization | —Unverified | 0 |
| Supplementing Recurrent Neural Networks with Annealing to Solve Combinatorial Optimization Problems | Jul 17, 2022 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| Reinforced Lin-Kernighan-Helsgaun Algorithms for the Traveling Salesman Problems | Jul 8, 2022 | Combinatorial OptimizationQ-Learning | CodeCode Available | 1 |
| Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations | Jul 1, 2022 | BenchmarkingCombinatorial Optimization | —Unverified | 0 |
| Online TSP with Predictions | Jun 30, 2022 | Traveling Salesman Problem | —Unverified | 0 |
| Learning-Augmented Algorithms for Online TSP on the Line | Jun 1, 2022 | PredictionTraveling Salesman Problem | —Unverified | 0 |
| Neural Improvement Heuristics for Graph Combinatorial Optimization Problems | Jun 1, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Backpropagation through Combinatorial Algorithms: Identity with Projection Works | May 30, 2022 | Density EstimationGraph Matching | CodeCode Available | 1 |
| Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization | May 27, 2022 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization | May 26, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem | May 4, 2022 | Document ClassificationTraveling Salesman Problem | CodeCode Available | 1 |
