khalil-research / RLCG
☆15Updated 2 years ago
Alternatives and similar repositories for RLCG:
Users that are interested in RLCG are comparing it to the libraries listed below
- Neur2SP: Neural Two-Stage Stochastic Programming☆40Updated 2 years ago
- Predict and search framework for MilP☆51Updated 2 years ago
- ☆17Updated 5 months ago
- Machine-learning-based column selection☆35Updated 3 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Updated 3 years ago
- ☆44Updated 3 years ago
- Multi-task end-to-end predict-then-optimize☆12Updated last year
- ☆31Updated 2 years ago
- ☆23Updated last year
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆49Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆97Updated last year
- ☆39Updated last year
- ☆25Updated 4 months ago
- This is the official repository of the AI for TSP competition at IJCAI 2021☆23Updated 2 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 9 months ago
- Efficient Active Search☆49Updated 3 years ago
- Source code associated with the paper "Deep Learning for Data-Driven Districting-and-Routing", authored by A. Ferraz, Q. Cappart, and T. …☆24Updated 7 months ago
- Data and code for the paper Data-Driven Robust Optimization using Unsupervised Deep Learning written by Marc Goerigk and Jannis Kurtz☆23Updated 3 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆46Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆34Updated 7 months ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆24Updated this week
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆32Updated 7 months ago
- ☆20Updated 3 years ago
- ☆21Updated 2 years ago
- ☆24Updated last year
- ☆24Updated 3 years ago
- ☆39Updated 4 months ago
- Neural Network for solving challenging Combinatorial Optimization Problems☆48Updated this week
- ☆10Updated 10 months ago