Cardinal-Operations / SIRLLinks
RLVR for LLMs in optimization modeling
☆21Updated last week
Alternatives and similar repositories for SIRL
Users that are interested in SIRL are comparing it to the libraries listed below
Sorting:
- ORLM: Training Large Language Models for Optimization Modeling☆211Updated 2 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆405Updated last week
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆105Updated 6 months ago
- OptiBench and ReSocratic Synthesis Method☆27Updated last month
- Evolution of Heuristics☆233Updated 2 months ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆106Updated 9 months ago
- A Collection on Large Language Models for Optimization☆308Updated 2 weeks ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆222Updated 6 months ago
- Optimization Modeling Using mip Solvers and large language models☆224Updated 2 weeks ago
- Predict and search framework for MilP☆61Updated 2 years ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆117Updated 8 months ago
- Natural Language for Optimization Modelling☆60Updated 5 months ago
- ☆34Updated 3 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 5 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆57Updated 2 weeks ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆97Updated 9 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆174Updated last year
- ☆23Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆87Updated 5 months ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆65Updated 2 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆45Updated last year
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆35Updated last year
- ☆13Updated 3 years ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆30Updated 3 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆118Updated 2 years ago
- LLM4OR homepage project.☆18Updated 2 months ago
- Neural Combinatorial Optimization☆75Updated this week
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆219Updated 3 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆27Updated 5 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆65Updated 2 months ago