Desktop agents (CUA)

CUA RL Desktop Tasks

CUA reinforcement-learning tasks for work in native Windows and macOS applications.

Benchmark / task domain

Windows / macOS

The work

Train agents to complete work through the desktop interface.

Tasks span cross-application workflows, spreadsheets, document layouts, business data entry and recovery. Scope is agreed around the applications, task outputs and desktop behaviors required by the customer.

Delivery can include

01
Desktop task briefs and input materials
02
VM environments and initial-state snapshots
03
Evaluation tools and reference workflows

How we evaluate the task

Define how to evaluate the result.

01

Completion of the required workflow

02

Visual layout and application state

03

Consistency of saved results

WORK WITH ASTRAFLUX

What should your
model be able to do?

Share the capability, task types and delivery requirements. We’ll discuss the right program and representative tasks.

Contact us norman383@astraflux.space

Benchmark names indicate reference directions. Task scope and delivery specifications are agreed for each project.