Reinforcement Learning

AgentCPM-Explore featured image

AgentCPM-Explore

🏆 **项目负责人** · 我主导了一个面向长程深度探索的开源 4B 智能体模型 [![Stars](https://img.shields.io/github/stars/OpenBMB/AgentCPM?style=social)](https://github.com/OpenBMB/AgentCPM)

AgentCPM-Explore: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents featured image

AgentCPM-Explore: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents

ArXiv 2026. First author. Open-source 4B agent model achieving SOTA on GAIA & HLE, surpassing GPT-5 and Claude-4.5-Sonnet.

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Haotian Chen

Reflective Reinforcement Tool Learning

Submitted to ACL 2026. Reflective reinforcement learning for tool learning.

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Haotian Chen
AgentRL featured image

AgentRL

🏆 **项目负责人** · 面向 AgentCPM 模型族的全异步智能体强化学习训练基础设施 `100+ 工具` · `20+ 基准` · `全流程可视化`

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning featured image

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning

EMNLP 2025 Demo. GUI agents with reinforcement fine-tuning. 1,200+ GitHub Stars.

zhong-zhang