xzymustbexzy / Chain-of-ExpertsLinks
Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"
☆103Updated 8 months ago
Alternatives and similar repositories for Chain-of-Experts
Users that are interested in Chain-of-Experts are comparing it to the libraries listed below
Sorting:
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆89Updated 6 months ago
- OptiBench and ReSocratic Synthesis Method☆26Updated 3 weeks ago
- ORLM: Training Large Language Models for Optimization Modeling☆199Updated last month
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆215Updated 5 months ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆27Updated 2 months ago
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆251Updated last year
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆116Updated 7 months ago
- Large Language Model for MOEA☆61Updated last year
- Evolution of Heuristics☆224Updated last month
- A Collection on Large Language Models for Optimization☆299Updated 11 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆59Updated 2 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆77Updated 4 months ago
- Optimization Modeling Using mip Solvers and large language models☆221Updated 11 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆384Updated last week
- RLVR for LLMs in optimization modeling☆21Updated 2 weeks ago
- Natural Language for Optimization Modelling☆58Updated 4 months ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆62Updated 5 months ago
- ☆34Updated 3 years 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
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆68Updated 3 months ago
- Reinforced Multi-LLM Agents training☆56Updated 4 months ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆69Updated last week
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆194Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆40Updated 6 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆44Updated last year
- ☆69Updated last month
- ☆160Updated 9 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆316Updated this week
- ☆12Updated last year
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆101Updated 2 years ago