AgentRL
1月 1, 2026
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1 分钟阅读时长

🏆 角色:项目负责人
面向 AgentCPM 模型族的大规模智能体强化学习全异步训练基础设施。
核心特性:
- 🔧 100+ 热插拔工具,统一沙箱管理
- 📊 20+ 基准的一键评测平台
- 🖥️ 全流程可视化与交互平台
- ⚡ 数据库中心化架构,解耦推理与训练
- 🚀 GPU 利用率和训练速度显著优于 Verl

Authors
Haotian Chen
(he/him)
Research Assistant Professor
I am a Research Assistant Professor at the School of Artificial Intelligence, Shanghai Jiao Tong University, where I work with Prof. Junchi Yan at RethinkLab. I study how to build AI systems that can automate long-horizon, effort-intensive, and creativity-demanding tasks such as research, engineering, and development. My current work focuses on autonomous agents, large language models, and AI4Research. Before joining SJTU, I received my PhD in Data Science from Fudan University, advised by Prof. Xiangdong Zhou, and completed postdoctoral research at Tsinghua University (THUNLP), working with Prof. Zhiyuan Liu and Prof. Maosong Sun. I was also a research intern at the Machine Learning Research Group of Microsoft Research Asia, mentored by Xiao Yang, and at the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, working with Prof. Yang Yu.