2026
ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents
ICLR 2026poster
We introduce ComputerRL, a framework for autonomous desktop intelligence that enables agents to operate complex digital workspaces skillfully. ComputerRL features the API-GUI paradigm, which unifies programmatic API calls and direct GUI interaction to address the inherent mismatch between machine ag…