| 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 |
| Preference Conditioned Neural Multi-objective Combinatorial Optimization | Sep 29, 2021 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Generative Adversarial Training for Neural Combinatorial Optimization Models | Sep 29, 2021 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| An Attention-LSTM Hybrid Model for the Coordinated Routing of Multiple Vehicles | Sep 29, 2021 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem | Sep 9, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Evolving Evolutionary Algorithms using Linear Genetic Programming | Aug 21, 2021 | BenchmarkingEvolutionary Algorithms | —Unverified | 0 |
| Computing Steiner Trees using Graph Neural Networks | Aug 18, 2021 | Graph AttentionGraph Generation | —Unverified | 0 |
| 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 |
| Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning | Aug 14, 2021 | GPRPrediction | —Unverified | 0 |
