| Formulating Neural Sentence Ordering as the Asymmetric Traveling Salesman Problem | Aug 1, 2021 | Combinatorial OptimizationSentence | CodeCode Available | 0 |
| Exact and Heuristic Approaches to Drone Delivery Problems | Jul 29, 2021 | Traveling Salesman Problem | CodeCode Available | 1 |
| Reinforced Hybrid Genetic Algorithm for the Traveling Salesman Problem | Jul 9, 2021 | DiversityQ-Learning | —Unverified | 0 |
| Learning Geometric Combinatorial Optimization Problems using Self-attention and Domain Knowledge | Jul 5, 2021 | Combinatorial OptimizationDecoder | CodeCode Available | 0 |
| Solve routing problems with a residual edge-graph attention neural network | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| QROSS: QUBO Relaxation Parameter Optimisation via Learning Solver Surrogates | Mar 19, 2021 | Traveling Salesman Problem | —Unverified | 0 |
| S^*: A Heuristic Information-Based Approximation Framework for Multi-Goal Path Finding | Mar 15, 2021 | Heuristic SearchTraveling Salesman Problem | CodeCode Available | 0 |
| The Transformer Network for the Traveling Salesman Problem | Mar 4, 2021 | Traveling Salesman Problem | CodeCode Available | 1 |
| Reversible Action Design for Combinatorial Optimization with Reinforcement Learning | Feb 14, 2021 | Combinatorial OptimizationQ-Learning | —Unverified | 0 |
| Focusing on the Hybrid Quantum Computing -- Tabu Search Algorithm: new results on the Asymmetric Salesman Problem | Feb 11, 2021 | Traveling Salesman Problem | —Unverified | 0 |
| Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances | Dec 19, 2020 | Graph SamplingReinforcement Learning (RL) | CodeCode Available | 1 |
| Reinforcement Learning for Predict+Optimize | Dec 14, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Hybrid Quantum Computing -- Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem | Dec 9, 2020 | BenchmarkingTraveling Salesman Problem | —Unverified | 0 |
| Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem | Dec 8, 2020 | Combinatorial OptimizationQ-Learning | CodeCode Available | 1 |
| Dynamic Submodular Maximization | Dec 1, 2020 | ClusteringCombinatorial Optimization | —Unverified | 0 |
| Cable Tree Wiring -- Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints | Nov 25, 2020 | BenchmarkingScheduling | CodeCode Available | 0 |
| GalaxyTSP: A New Billion-Node Benchmark for TSP | Oct 17, 2020 | SchedulingTraveling Salesman Problem | —Unverified | 0 |
| Explaining Creative Artifacts | Oct 14, 2020 | Text GenerationTraveling Salesman Problem | —Unverified | 0 |
| A Survey on Reinforcement Learning for Combinatorial Optimization | Aug 17, 2020 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| Solving the Clustered Traveling Salesman Problem via TSP methods | Jul 10, 2020 | Traveling Salesman Problem | —Unverified | 0 |
| Learning Combined Set Covering and Traveling Salesman Problem | Jul 7, 2020 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Few-shots Parallel Algorithm Portfolio Construction via Co-evolution | Jul 1, 2020 | Heuristic SearchTraveling Salesman Problem | —Unverified | 0 |
| Fast and Accurate Non-Projective Dependency Tree Linearization | Jul 1, 2020 | Traveling Salesman Problem | —Unverified | 0 |
| Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time | Jun 6, 2020 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization | Jun 2, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
