QuantaAlpha
Elite AI Agent Research Team • Advancing Intelligence Frontiers 🚀
👥 Team Profile
Founded:
April 2025
Members:
20+ Researchers
Affiliations:
Universities: UCAS, Tsinghua, PKU, CMU, HKUST, USTC, ZJU, etc.
Roles: Professors (985/211), Postdocs, PhD/Master Students
Universities: UCAS, Tsinghua, PKU, CMU, HKUST, USTC, ZJU, etc.
Roles: Professors (985/211), Postdocs, PhD/Master Students
Committed to pushing AI Agent technology frontiers
🔬 Research Focus
💻 CodeAgent: End-to-end execution for real-world coding tasks
📚 DeepResearch: Multi-step reasoning for scientific discovery
🧠 Agentic RL: Reasoning-centered reinforcement learning
🔄 Self-Evolving: Continuous improvement & co-learning
Code Agent
Deep Research
Agentic RL
Self-Evolving
💬 WeChat Contact
$ cat social_communities.md
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👤 Personal WeChat Contact
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Harry_-_Wang
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Papers & tools exchange
💡 Pro Tip: Join our WeChat group for instant updates and engage directly with our research team!
📧 Collaboration
$ cat collaboration_opportunities.md
We are actively seeking collaborators and team members who share our passion for AI Agent technology. 🤝
🔗 Collaboration Resources We Need:
- 🏫 University/Corporate Lab Resources: API access, GPU resources, and academic influence
- 📚 Academic Research Collaboration: Joint research projects and publications
- 💻 GitHub Open Source Collaboration: Contributing to and maintaining open-source projects
- 🚀 Startup Collaboration: Industry partnerships and real-world applications
$ echo $IDEAL_TEAM_MEMBER
👥 Ideal Team Member Profile:
- 🧮 Strong Algorithmic Capabilities: Published at least one A-class conference paper as first author
- 💪 Exceptional Self-Motivation: Ultimate pursuit of technology and academia
- 📖 Research Experience: Paper and achievement accumulation in Agent and LLM directions
- 🎯 Research Focus: RL + Agentic Reasoning / CodeAgent / DeepSearch
📧 Contact: quantaalpha.ai@gmail.com
✨ Let's explore the unlimited possibilities of AI Agent technology together!
2025.08
🎉 Check out our latest work: "GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging" on arXiv!
2025.08
🎉 Check out our latest work: "CogFSM: Enabling Explicit and Capability-aware Multi-Agent Systems with Self-Learning Finite State Machines" on arXiv!
2025.08
🎉 Check out our latest work: "SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents" on arXiv!
2025.05
🎉 Check out our latest work: "RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving" on arXiv!
2025.04
🚀 QuantaAlpha team officially established, dedicated to cutting-edge AI Agent technology research!
🔬 Research Areas
$ ls -la research_areas/
- 💻 CodeAgent:
End-to-end execution for real-world coding tasks, enabling agents to autonomously understand, modify, and run complex repositories. - 📚 DeepResearch:
Multi-step reasoning agents for open-ended scientific and knowledge discovery, capable of synthesizing insights across domains. - 🧠 Agentic Reasoning / Agentic RL:
Scaling reinforcement learning with reasoning-centered agents, bridging decision-making, planning, and adaptive intelligence. - 🔄 Self-Evolving & Co-Learning:
Agents that continuously improve through self-evolution and collaborative learning, enabling emergent collective intelligence.
$ cat tech_stack.md
Python
JavaScript
AI Agents
Deep Learning
Code Analysis
Reinforcement Learning
QuantaAlpha Team - Dedicated to Advancing AI Agent Technology Frontiers 🚀