Computer-Use Agents

We aim to build general-purpose agents that can reliably carry out any task achievable through a computer interface.

Related publications

2026

  1. Reinforcing Human Behavior Simulation via Verbal Feedback
    Reinforcing Human Behavior Simulation via Verbal Feedback
    Weiwei Sun, Xuhui Zhou, Jiarui Liu, and 13 more authors
    arXiv, 09–15 jun 2026
  2. Gym-Anything: Turn any Software into an Agent Environment
    Gym-Anything: Turn any Software into an Agent Environment
    Pranjal Aggarwal, Graham Neubig, and Sean Welleck
    arXiv, 09–15 jun 2026
    Website
  3. Mind the Sim2Real Gap in User Simulation for Agentic Tasks
    Mind the Sim2Real Gap in User Simulation for Agentic Tasks
    Xuhui Zhou, Weiwei Sun, Qianou Ma, and 8 more authors
    09–15 jun 2026
    COLM 2026
  4. Training Proactive and Personalized LLM Agents
    Training Proactive and Personalized LLM Agents
    Weiwei Sun, Xuhui Zhou, Weihua Du, and 5 more authors
    09–15 jun 2026
    COLM 2026
  5. Programming with Pixels: Can Computer-Use Agents do Software Engineering?
    Programming with Pixels: Can Computer-Use Agents do Software Engineering?
    Pranjal Aggarwal, and Sean Welleck
    09–15 jun 2026
    ICLR 2026
    Code Website