wouterkool / dpdp
DPDP
☆94Updated last year
Related projects ⓘ
Alternatives and complementary repositories for dpdp
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆90Updated 5 months ago
- Efficient Active Search☆47Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆78Updated 2 years ago
- ☆48Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆49Updated 5 months ago
- ☆37Updated 5 months ago
- ☆121Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆59Updated last month
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆85Updated last year
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆82Updated 4 years ago
- Python package to read and write vehicle routing problem instances.☆90Updated last month
- ☆34Updated last year
- A super simple Python wrapper for the constrained traveling salesman and vehicle routing problem solver LKH-3.☆33Updated 9 months ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆53Updated last year
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆88Updated 2 years ago
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆38Updated 4 years ago
- ☆19Updated 2 years ago
- ☆70Updated 2 years ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆38Updated 3 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆45Updated 4 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆87Updated 3 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆56Updated 2 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆157Updated 2 years ago
- ☆104Updated 4 years ago
- ☆47Updated 2 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆130Updated 2 years ago
- ☆38Updated 2 years ago
- Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)☆115Updated last year
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆13Updated 4 months ago