Add model card for MIA

README.md

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+---
+license: mit
+library_name: transformers
+pipeline_tag: text-generation
+---
+
+# Memory Intelligence Agent (MIA)
+
+Memory Intelligence Agent (MIA) is a memory framework designed for deep research agents (DRAs). It transforms agents from "passive record-keepers" into "active strategists" using a sophisticated **Manager-Planner-Executor** architecture. 
+
+- **Paper:** [Memory Intelligence Agent](https://huggingface.co/papers/2604.04503)
+- **Repository:** [https://github.com/ECNU-SII/MIA](https://github.com/ECNU-SII/MIA)
+
+## Overview
+
+MIA replaces traditional "memory dumps" with a specialized architecture to enable efficient reasoning and autonomous evolution:
+
+- **The Manager**: A non-parametric memory system that stores and optimizes compressed historical search trajectories to eliminate bloat.
+- **The Planner**: A parametric memory agent that produces search plans and evolves its strategy via Continual Test-Time Learning during inference.
+- **The Executor**: A precision instrument that searches and analyzes information guided by the search plan.
+
+MIA employs an alternating reinforcement learning paradigm to enhance cooperation between components and establishes a bidirectional conversion loop between parametric and non-parametric memories.
+
+## Citation
+
+```bibtex
+@article{qiao2026mia,
+  title={Memory Intelligence Agent},
+  author={Jingyang Qiao and Weicheng Meng and Yu Cheng and Zhihang Lin and Zhizhong Zhang and Xin Tan and Jingyu Gong and Kun Shao and Yuan Xie},
+  journal={arXiv preprint arXiv:2604.04503},
+  year={2026}
+}
+```