yining043 / VRP-DACT
This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.
☆103Updated 11 months ago
Alternatives and similar repositories for VRP-DACT
Users that are interested in VRP-DACT are comparing it to the libraries listed below
Sorting:
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆92Updated 2 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆57Updated 2 years ago
- ☆52Updated 3 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆145Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆53Updated 11 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆190Updated 2 years ago
- ☆54Updated 2 years ago
- Efficient Active Search☆49Updated 3 years ago
- ☆131Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆76Updated 3 months ago
- DPDP☆100Updated 2 years ago
- Official implementation of H-TSP (AAAI2023)☆50Updated last month
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆52Updated 4 years ago
- ☆47Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆104Updated 2 years ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆90Updated 4 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆82Updated 3 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆69Updated 3 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆93Updated 4 years ago
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆188Updated 4 years ago
- ☆39Updated last year
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆38Updated 3 years ago
- ☆107Updated 4 years ago
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆38Updated 4 years ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆85Updated 3 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆49Updated 9 months ago
- My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"☆44Updated 5 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆69Updated 3 years ago