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1. ulab-uiuc/Multi-agent-evolve ulab-uiuc/Multi-agent-evolve Public

   Python 153 7

2. zfw1226/D2A zfw1226/D2A Public

   [ICLR 2025] Simulating Human-like Daily Activities with Desire-driven Autonomy

   Python 29 3

3. MuLabPKU/In-Parameter-Learning MuLabPKU/In-Parameter-Learning Public

   Position Paper: In-Parameter Learning: Why Lifelong AI Systems Need More Than Longer Context

   17

4. DeSA DeSA Public

   Beyond Outcome Reward: Decoupling Search and Answering Improves LLM Agents

   Python 12

5. MuLabPKU/Law-in-Silico MuLabPKU/Law-in-Silico Public

   [ACL 2026 Findings] Law in Silico: Simulating Legal Society with LLM-Based Agents

   Python 3

6. MuLabPKU/HD-PiSSA MuLabPKU/HD-PiSSA Public

   [EMNLP 2025] HD-PiSSA: High-Rank Distributed Orthogonal Adaptation

   Python 2