henry-yeh / DeepACOLinks
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
☆171Updated last year
Alternatives and similar repositories for DeepACO
Users that are interested in DeepACO are comparing it to the libraries listed below
Sorting:
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆85Updated 5 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆95Updated 9 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆57Updated last year
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆115Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆114Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆55Updated 4 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆77Updated 4 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆215Updated 3 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆64Updated 3 years ago
- Official implementation of H-TSP (AAAI2023)☆54Updated 7 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆94Updated last month
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆32Updated 6 months ago
- ☆54Updated 4 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆60Updated 2 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆43Updated 3 years ago
- Neural Combinatorial Optimization☆71Updated last week
- ☆41Updated last year
- DPDP☆102Updated 2 years ago
- ☆132Updated 2 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆26Updated 4 months ago
- ☆70Updated last week
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆52Updated last year
- Efficient Active Search☆52Updated 3 years ago
- ☆50Updated 3 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆99Updated 2 years ago
- ☆26Updated 2 years ago
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆57Updated 8 months ago
- ☆57Updated 3 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆157Updated 2 years ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆155Updated 8 months ago