Tool Learning

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

KDD 2026 (CCF-A). A benchmark for diagnosing step-level process quality in tool-using agents.

shengda-fan
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AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

KDD 2026 (CCF-A). A benchmark for diagnosing step-level process quality in tool-using agents.

shengda-fan
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ToLeaP

项目负责人 — 工具学习智能体一键评测平台:50+ 基准、33 个数据集

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ToLeaP

Project Lead — one-click evaluation platform for tool-learning agents: 50+ benchmarks, 33 datasets

Reflective Reinforcement Tool Learning

Reflective reinforcement learning for tool learning.

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Haotian Chen
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Reflective Reinforcement Tool Learning

Reflective reinforcement learning for tool learning.

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Haotian Chen
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MiniCPM4-MCP

项目负责人 — 端侧(8B)智能体大模型,精通 MCP 工具;超越 GPT-4o 与 Qwen3-8B;累计下载 5,500+

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MiniCPM4-MCP

Project Lead — edge-scale (8B) agent LLM mastering MCP tools; surpasses GPT-4o and Qwen3-8B; 5,500+ downloads

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MiniCPM4: Ultra-Efficient LLMs on End Devices

ArXiv 2025. Team contribution (led MCP agent capabilities). 10,700+ GitHub Stars.

minicpm-team
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MiniCPM4: Ultra-Efficient LLMs on End Devices featured image

MiniCPM4: Ultra-Efficient LLMs on End Devices

ArXiv 2025. Team contribution (led MCP agent capabilities). 10,700+ GitHub Stars.

minicpm-team
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