| Generalized Nested Rollout Policy Adaptation with Limited Repetitions | Jan 18, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning | Jan 7, 2024 | Representation LearningSentence | CodeCode Available | 0 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model | Jan 4, 2024 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 3 |
| CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem | Dec 24, 2023 | GPUMulti-agent Reinforcement Learning | —Unverified | 0 |
| Machine Learning-Enhanced Aircraft Landing Scheduling under Uncertainties | Nov 27, 2023 | SchedulingTraveling Salesman Problem | CodeCode Available | 0 |
| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |
| A* search algorithm for an optimal investment problem in vehicle-sharing systems | Nov 15, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt | Oct 27, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement Learning | CodeCode Available | 0 |
| An Improved Artificial Fish Swarm Algorithm for Solving the Problem of Investigation Path Planning | Oct 20, 2023 | Decision MakingTraveling Salesman Problem | —Unverified | 0 |
| An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Traveling Salesman Problems | Oct 10, 2023 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Methods | Oct 8, 2023 | Policy Gradient MethodsTraveling Salesman Problem | —Unverified | 0 |
| On Solving Close Enough Orienteering Problems with Overlapped Neighborhoods | Oct 6, 2023 | global-optimizationTraveling Salesman Problem | CodeCode Available | 0 |
| Solving the Quadratic Assignment Problem using Deep Reinforcement Learning | Oct 2, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AI planning in the imagination: High-level planning on learned abstract search spaces | Aug 16, 2023 | SokobanTraveling Salesman Problem | —Unverified | 0 |
| A Parallel Ensemble of Metaheuristic Solvers for the Traveling Salesman Problem | Aug 13, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems | Aug 1, 2023 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| A Hybrid Genetic Algorithm for the min-max Multiple Traveling Salesman Problem | Jul 14, 2023 | DiversityTraveling Salesman Problem | —Unverified | 0 |
| FIS-ONE: Floor Identification System with One Label for Crowdsourced RF Signals | Jul 12, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark | Jun 29, 2023 | Combinatorial OptimizationComputational Efficiency | CodeCode Available | 4 |
| Policy-Based Self-Competition for Planning Problems | Jun 7, 2023 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 0 |
| 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 |
| Energy-Efficient UAV-Assisted IoT Data Collection via TSP-Based Solution Space Reduction | Jun 2, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Towards Omni-generalizable Neural Methods for Vehicle Routing Problems | May 31, 2023 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 1 |
| Nearly Optimal Steiner Trees using Graph Neural Network Assisted Monte Carlo Tree Search | Apr 30, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |