khalil-research / RLCG
☆14Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for RLCG
- Predict and search framework for MilP☆45Updated last year
- Neur2SP: Neural Two-Stage Stochastic Programming☆34Updated last year
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆66Updated 3 years ago
- ☆29Updated 2 years ago
- ☆33Updated 11 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆52Updated last month
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆82Updated last year
- Efficient Active Search☆47Updated 2 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆56Updated 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
- ☆39Updated 2 years ago
- ☆19Updated 2 years ago
- ☆15Updated last month
- ☆48Updated 3 years ago
- ☆20Updated 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
- DPDP☆94Updated last year
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆37Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- Machine-learning-based column selection☆34Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆89Updated 5 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆48Updated 5 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆32Updated 2 months ago
- ☆20Updated last year
- ☆39Updated 4 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆55Updated last month
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆46Updated 3 years ago
- ☆24Updated 3 years ago
- ☆38Updated 2 years ago
- ☆37Updated 5 months ago