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Data generation

Source-reviewed research and assets tagged with Data generation.

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Tool

Activity Recorder

Windows tray utility that records primary-display screenshots, keyboard key codes and mouse events as local JPEG and JSON files for training-data collection.

DesktopWindows
Framework

Agent-R

Trajectory collection and revision utilities that use tree search and model-guided critique to train agents to recover from mistakes, including WebShop tasks.

WebAdjacent research
Agent

AutoDroid V2

An Android automation implementation that builds app documentation from exploration traces and evaluates language-model-generated execution code in emulator workflows.

Android
Framework

Go-Browse

Structured website-exploration and data-processing code that revisits discovered pages, proposes tasks and collects trajectories for web-agent fine-tuning.

Web
Framework

GUI-ReWalk

A desktop trajectory-generation framework that moves from stochastic GUI exploration to inferred goals and multi-stage task completion, with retrospective reasoning annotations.

DesktopLinux
Framework

MobileForge

Android GUI-agent adaptation framework combining app exploration, generated curricula and rollout feedback with hint-conditioned step-level GRPO; the documented public training path targets Qwen3-VL-8B.

Android
Framework

NNetNav

Collects and labels browser-exploration trajectories for agent training, with code for data processing, fine-tuning, and web evaluation.

Web
Framework

Plan-and-Act

A web-agent framework that separates high-level planning from action execution, with replanning and synthetic planner-data generation components.

Web
Framework

SkillWeaver

A web-agent framework that explores sites, synthesizes reusable interaction APIs and builds a skill library for later tasks.

Web
Framework

UI-Genie

Training and evaluation code for a mobile-agent framework that iteratively generates trajectories using agent and reward-model feedback.

Android
Framework

WebRL

Training pipeline that evolves web tasks from prior attempts and uses an outcome reward model to refine browser policies.

Web
Framework

Work2Skill

Collects human GUI demonstrations and inspects multimodal evidence to derive reusable agent workflow skills.

DesktopmacOSLinux
Framework

ZeroGUI

Online RL framework for GUI agents in which VLMs generate the training tasks and judge success from trajectory screenshots, with OSWorld and AndroidLab checkpoints trained from UI-TARS-7B-DPO.

Cross-platform

Showing 361–387 of 387 resources.

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