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UI traversal

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JD Retail Technology
JD Retail Technology
Oct 18, 2022 · Artificial Intelligence

Intelligent UI Traversal and Automated Testing for JD Mobile Apps and Mini‑Programs

The article describes JD's AI‑driven UI traversal framework that combines traditional view‑tree dumping, image‑based segmentation, OCR and YOLO detection to automatically explore, assert and handle dynamic elements across Android, iOS, H5 and mini‑programs, improving testing efficiency and reducing production incidents.

Automated TestingMobile AppsUI traversal
0 likes · 12 min read
Intelligent UI Traversal and Automated Testing for JD Mobile Apps and Mini‑Programs
360 Quality & Efficiency
360 Quality & Efficiency
Feb 14, 2020 · Artificial Intelligence

Applying Reinforcement Learning to UI Traversal for Automated Testing

The article explores how reinforcement learning can be used to create a test robot that performs UI traversal, discussing the challenges of full automation, defining the MDP components, feature extraction methods, reward design, and suitable RL algorithms to improve testing coverage and efficiency.

Automated TestingMDPUI traversal
0 likes · 8 min read
Applying Reinforcement Learning to UI Traversal for Automated Testing
360 Quality & Efficiency
360 Quality & Efficiency
Apr 15, 2016 · Mobile Development

Smart Monkey: An Exploratory UI Traversal Method for Mobile App Testing

The article introduces Smart Monkey, an exploratory UI traversal technique that systematically interacts with every UI element of Android and iOS apps, records element histories, assigns weighted priorities, and employs state‑breakthrough and ignore mechanisms to improve stability, compatibility, security, and performance testing.

Mobile AutomationSmart MonkeyUI testing
0 likes · 11 min read
Smart Monkey: An Exploratory UI Traversal Method for Mobile App Testing