Add multi-agent papers on scientific research
Thank you for maintaining this excellent collection of multi-agent papers!
This PR adds four relevant multi-agent papers from our lab that we believe would be valuable additions to the list:
**Papers Added:**
1. **GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis** (arXiv:2406.15341)
- Accepted as Oral paper at MLCB 2025
- An expert-curated benchmark for end-to-end analysis on real-world genomic datasets
- Added to Science section
2. **GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis** (arXiv:2507.21035)
- Six specialized LLM agents with typed message-passing protocols
- Guided-planning framework for genomic data analysis
- Added to Science section
3. **Achilles Heel of Distributed Multi-Agent Systems** (arXiv:2504.07461)
- Research on trustworthy challenges of distributed multi-agent systems
- Added to Multi-Agent Collaboration & System Design section
4. **The Landscape of Agentic Reinforcement Learning for LLMs: A Survey** (arXiv:2509.02547)
- Comprehensive survey on agentic RL for LLMs with multi-agent aspects
- Added to Evaluation & Model Improvement section
All entries follow the repository's standard format conventions. Please let me know if any adjustments are needed!
合并状态:未合并 关闭于 2025-10-15 1 条评论