ai4co / awesome-fm4coLinks
Recent research papers about Foundation Models for Combinatorial Optimization
☆455Updated this week
Alternatives and similar repositories for awesome-fm4co
Users that are interested in awesome-fm4co are comparing it to the libraries listed below
Sorting:
- A Collection on Large Language Models for Optimization☆327Updated 2 weeks ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆241Updated last month
- Evolution of Heuristics☆255Updated 4 months ago
- ORLM: Training Large Language Models for Optimization Modeling☆229Updated 4 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆180Updated last year
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆99Updated 11 months ago
- Neural Combinatorial Optimization☆86Updated 2 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆90Updated 7 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆786Updated last month
- Optimization Modeling Using mip Solvers and large language models☆235Updated 2 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆233Updated 3 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 7 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆238Updated last year
- A collection of MetaBBO papers and code sources☆93Updated last month
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆127Updated 10 months ago
- Predict and search framework for MilP☆67Updated 3 years ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆105Updated last month
- A benchmarking repo with various solution methods to various machine scheduling problems