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@ai4co

AI4CO

Open research group in Artificial Intelligence (AI) for Combinatorial Optimization (CO)
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Open research group in Artificial Intelligence (AI) for Combinatorial Optimization (CO) ⚡

Slack Website: ai4co.org

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Have an AI-for-CO project? List it under the AI4CO Github to boost visibility, collaborate with the community, and gain recognition! 🚀

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  1. rl4co rl4co Public

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

    Python 462 84

  2. reevo reevo Public

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

    Python 138 28

  3. gfacs gfacs Public

    Official repository for GFACS

    Python 24 6

  4. awesome-fm4co awesome-fm4co Public

    Recent research papers about Foundation Models for Combinatorial Optimization

    172 13

  5. unsupervised-CO-ucom2 unsupervised-CO-ucom2 Public

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

    Python 13

  6. eph-mapf eph-mapf Public

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

    Python 31 6

Repositories

Showing 10 of 15 repositories
  • rl4co Public

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

    ai4co/rl4co’s past year of commit activity
    Python 462 MIT 84 4 3 Updated Dec 24, 2024
  • awesome-fm4co Public

    Recent research papers about Foundation Models for Combinatorial Optimization

    ai4co/awesome-fm4co’s past year of commit activity
    172 MIT 13 0 0 Updated Dec 21, 2024
  • reevo Public

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

    ai4co/reevo’s past year of commit activity
    Python 138 MIT 28 1 0 Updated Dec 11, 2024
  • devformer Public

    [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"

    ai4co/devformer’s past year of commit activity
    Python 18 MIT 0 0 0 Updated Dec 7, 2024
  • assets Public

    Collection of source files for AI4CO swag

    ai4co/assets’s past year of commit activity
    1 0 0 0 Updated Nov 11, 2024
  • eph-mapf Public

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

    ai4co/eph-mapf’s past year of commit activity
    Python 31 MIT 6 0 0 Updated Oct 8, 2024
  • routefinder Public

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

    ai4co/routefinder’s past year of commit activity
    Python 57 MIT 7 3 0 Updated Oct 8, 2024
  • parco Public

    PARCO: Parallel AutoRegressive Combinatorial Optimization

    ai4co/parco’s past year of commit activity
    Python 17 MIT 0 0 0 Updated Sep 24, 2024
  • .github Public
    ai4co/.github’s past year of commit activity
    0 0 0 0 Updated Sep 10, 2024
  • rl Public Forked from pytorch/rl

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

    ai4co/rl’s past year of commit activity
    Python 1 MIT 331 0 0 Updated Sep 6, 2024
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