yining043 / PDP-N2SLinks
This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short oral at IJCAI 2022.
☆60Updated 2 years ago
Alternatives and similar repositories for PDP-N2S
Users that are interested in PDP-N2S are comparing it to the libraries listed below
Sorting:
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆116Updated last year
- ☆58Updated 3 years ago
- ☆54Updated 4 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆101Updated 3 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆159Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆119Updated 2 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆57Updated 3 weeks ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆58Updated 5 years ago
- ☆51Updated 3 years ago
- Official implementation of H-TSP (AAAI2023)☆55Updated 7 months ago
- Efficient Active Search☆53Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 5 months ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆14Updated 9 months ago
- DPDP☆102Updated 2 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆96Updated 4 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆86Updated 3 years ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆102Updated 5 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆88Updated 5 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆98Updated 2 months ago
- ☆109Updated 5 years ago
- Large Neighborhood Search based on Neural Construction Heuristics☆44Updated 3 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆43Updated 3 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆174Updated last year
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆64Updated 3 years ago
- ☆133Updated 3 years ago
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆199Updated 4 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆25Updated 3 years ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆36Updated 7 months ago
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆43Updated 2 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆73Updated 4 years ago