tracked author

Ji-Rong Wen

LLM-in-Sandbox coauthor from RUC GSAI. RUC faculty page identifies him as executive dean of the Gaoling School of Artificial Intelligence, and public profiles connect him to large language models, web search and information retrieval.

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Jul 09, 2026

Computer Environments Elicit General Agentic Intelligence in LLMs

LLM in Sandbox 的核心贡献是把通用计算机抽象成一个最小 Docker code sandbox,并证明强模型在 training free 设置下能利用外部资源访问、文件管理和代码执行三类 meta capability 提升数学、物理、化学、长上下文和指令遵循等非代码任务;进一步的 LLM in Sandbox RL 说明,把一般 context based 数据放进文件系统并用 outcome reward 训练,可...

2601.16206-computer-environments-agentic-intelligence Tool UseAgent RLAgent Workflow