Android Env
RL research on Android devices.
About
AndroidEnv is a Python library that exposes an Android device as a Reinforcement Learning (RL) environment. The library provides a flexible platform for defining custom tasks on top of the Android Operating System, including any Android application. Agents interact with the device through a universal action interface - the touchscreen - by sending localized touch and lift events to the system. The library processes these events and returns pixel observations and rewards as provided by specific task definitions. For example, rewards might be given for events such as successfully scrolling down a page, sending an email, or achieving some score in a game, depending on the research purpose and how the user configures the task.
Open Source Health
- Stars
- 1,241
- Forks
- 121
- License
- Apache-2.0
- Last commit
- 1 months ago
Resources & Links
Related Categories
Vendor
Google DeepMind
Open-source projects on GitHub: Sonnet, alphafold3 and Lab
Quick Links
Open Source
More by Google DeepMind
Related Products
Rclip
Semantic photo search for the command line
Top category match
ChineseNER
A neural network model for Chinese named entity recognition
Top category match
Head Pose Estimation
Realtime human head pose estimation with ONNXRuntime and OpenCV.
Top category match
Video Subtitle Extractor
视频硬字幕提取,生成srt文件。无需申请第三方API,本地实现文本识别。基于深度学习的视频字幕提取框架,包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.
Top category match
U 2 Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
Top category match