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@aiming-lab

AIMING Lab

AIMING Lab @ UNC-Chapel Hill. AIMING stands for Adaptive Intelligence through Alignment, Interaction and Learning.

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  1. SimpleMem SimpleMem Public

    SimpleMem: Efficient Lifelong Memory for LLM Agents

    Python 2.8k 279

  2. Agent0 Agent0 Public

    Agent0 Series: Self-Evolving Agents from Zero Data

    Python 1k 120

  3. MDocAgent MDocAgent Public

    MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding

    Python 295 31

  4. GRAPE GRAPE Public

    GRAPE: Guided-Reinforced Vision-Language-Action Preference Optimization

    Python 157 8

  5. MMedPO MMedPO Public

    [ICML'25] MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization

    Python 67 6

  6. ReAgent-V ReAgent-V Public

    [NeurIPS'25] ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding

    Python 47 1

Repositories

Showing 10 of 27 repositories
  • SimpleMem Public

    SimpleMem: Efficient Lifelong Memory for LLM Agents

    aiming-lab/SimpleMem’s past year of commit activity
    Python 2,762 MIT 279 3 0 Updated Feb 9, 2026
  • SkillRL Public

    SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

    aiming-lab/SkillRL’s past year of commit activity
    17 MIT 1 1 0 Updated Feb 10, 2026
  • MedVerse Public

    Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution

    aiming-lab/MedVerse’s past year of commit activity
    0 0 0 0 Updated Feb 10, 2026
  • SynthAgent Public
    aiming-lab/SynthAgent’s past year of commit activity
    Python 24 2 0 0 Updated Feb 5, 2026
  • SimpleMem-Page Public
    aiming-lab/SimpleMem-Page’s past year of commit activity
    Python 1 0 0 0 Updated Jan 7, 2026
  • Agent0 Public

    Agent0 Series: Self-Evolving Agents from Zero Data

    aiming-lab/Agent0’s past year of commit activity
    Python 1,033 Apache-2.0 120 4 0 Updated Dec 25, 2025
  • MIRA Public

    When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

    aiming-lab/MIRA’s past year of commit activity
    Python 26 Apache-2.0 0 1 0 Updated Nov 5, 2025
  • ATP Public

    Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails

    aiming-lab/ATP’s past year of commit activity
    Python 9 MIT 0 2 0 Updated Oct 6, 2025
  • ReAgent-V Public

    [NeurIPS'25] ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding

    aiming-lab/ReAgent-V’s past year of commit activity
    Python 47 1 3 0 Updated Sep 21, 2025
  • GLIMPSE Public

    [EMNLP'25 Oral] GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?

    aiming-lab/GLIMPSE’s past year of commit activity
    Python 8 Apache-2.0 0 2 0 Updated Aug 22, 2025
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