WXY1427 / Learn-LNS-policy
☆30Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Learn-LNS-policy
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆32Updated 2 months ago
- ☆40Updated 2 years ago
- Predict and search framework for MilP☆46Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆85Updated last year
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆47Updated 3 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆67Updated 3 years ago
- Efficient Active Search☆47Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆52Updated last year
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆90Updated 5 months ago
- ☆19Updated 2 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆56Updated 2 years ago
- ☆21Updated 3 years ago
- ☆121Updated 2 years ago
- ☆34Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆49Updated 5 months ago
- ☆21Updated 9 months ago
- ☆48Updated 3 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆53Updated last year
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆93Updated last year
- DPDP☆94Updated last year
- ☆15Updated last month
- 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
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆73Updated last week
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆59Updated last month
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆27Updated last month
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆52Updated last month
- ☆12Updated 3 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆78Updated 2 years ago