2 papers
cs.LG2026
Beyond Task Completion: Training Capable and Safe Computer-Use Agents
Zeyu Kang, Zhenyun Yin, Yang Zhang +5
Computer-use agents (CUAs) have made rapid progress in completing complex tasks through graphical user interfaces, yet post-training centered on task success alone does not induce…
cs.AI2026
Safactory: A Scalable Agentic Infrastructure for Training Trustworthy Autonomous Intelligence
Xinquan Chen, Zhenyun Yin, Shan He +38
As large models evolve from conversational assistants into autonomous agents, challenges increasingly arise from long-horizon decision making, tool use, and real environment intera…