Repositories list

• awesome-fm4co

  Public
  Recent research papers about Foundation Models for Combinatorial Optimization

  listsmachine-learningawesome+ 4awesome-listcombinatorial-optimizationneural-combinatorial-optimizationfoundation-models

  MIT License

  •11•145•0•0•Updated Nov 5, 2024Nov 5, 2024

• reevo

  Public
  [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

  reinforcement-learninggenetic-algorithmevolutionary-algorithms+ 12vehicle-routing-problemant-colony-optimizationneural-combinatorial-optimizationelectronic-design-automationtraveling-salesman-problemhyper-heuristicsorienteering-problem+ 5

  Python

  •

  MIT License

  •26•121•0•0•Updated Nov 3, 2024Nov 3, 2024

• rl4co

  Public
  A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

  benchmarkreinforcement-learningscheduling+ 13hydraattentionvehicle-routing-problemtspoperations-researchcvrpcombinatorial-optimization+ 6

  Python

  •

  MIT License

  •80•433•3•2•Updated Oct 28, 2024Oct 28, 2024

• eph-mapf

  Public
  [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding

  reinforcement-learningpathfindingmulti-agent-systems+ 8combinatorial-optimizationneural-combinatorial-optimizationmapfmulti-agent-reinforcement-learningmulti-agent-pathfindingrl4coai4co+ 1

  Python

  •

  MIT License

  •6•27•0•0•Updated Oct 8, 2024Oct 8, 2024

• routefinder

  Public
  [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems

  transformersvehicle-routing-problemneural-combinatorial-optimization+ 3foundation-modelsrl4coai4co

  Python

  •

  MIT License

  •5•52•3•0•Updated Oct 8, 2024Oct 8, 2024

• parco

  Public
  PARCO: Parallel AutoRegressive Combinatorial Optimization

  schedulingtransformerscombinatorial-optimization+ 4neural-combinatorial-optimizationvehicle-routingrl4coai4co

  Python

  •

  MIT License

  •0•17•0•0•Updated Sep 24, 2024Sep 24, 2024

• .github

  Public
  0•0•0•0•Updated Sep 10, 2024Sep 10, 2024

• rl

  Public
  A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

  Python

  •

  MIT License

  •307•1•0•0•Updated Sep 6, 2024Sep 6, 2024

• assets

  Public
  Collection of source files for AI4CO swag

  0•1•0•0•Updated Sep 3, 2024Sep 3, 2024

• research-project-page-template

  Public template
  Simple research/academic project page template. No installation required!

  templatetemplate-projectacademic-project+ 3academic-websiteproject-websiteai4co

  JavaScript

  •0•5•0•0•Updated Jul 26, 2024Jul 26, 2024

• unsupervised-CO-ucom2

  Public
  [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More

  coloringcombinatorial-optimizationicml+ 3facility-locationneural-combinatorial-optimizationmaximum-coverage

  Python

  •

  MIT License

  •0•12•0•0•Updated Jul 12, 2024Jul 12, 2024

• gfacs

  Public
  Official repository for GFACS

  Python

  •

  MIT License

  •5•24•0•0•Updated May 17, 2024May 17, 2024

• rl4co-old-homepage

  Public
  [Replaced by gh-pages branch in rl4co repo] The old landing page for RL4CO: https://ai4co.github.io/rl4co-old-homepage/

  HTML

  •0•1•0•0•Updated Dec 25, 2023Dec 25, 2023

• ai4co-homepage

  Public
  The landing page for AI4CO - WIP

  HTML

  •0•3•1•0•Updated Dec 14, 2023Dec 14, 2023