android_env is a reinforcement learning (RL) environment developed by Google DeepMind that enables agents to interact with Android applications directly as a learning environment. It provides a standardized API for training agents to perform tasks on Android apps, supporting tasks ranging from games to productivity apps, making it suitable for research in real-world RL settings.

Features

  • Connects Android apps to RL agents through a standardized environment
  • Provides pixel observations and touch interactions for agents
  • Offers integration with RL libraries via Python API
  • Runs apps in Android Emulator to simulate real-world device behavior
  • Supports flexible reward specification based on app states or events
  • Enables research in human-computer interaction, accessibility, and automation

Project Samples

AndroidEnv Screenshot 1

Project Activity

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Categories

Reinforcement Learning Libraries

License

Apache License V2.0

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AndroidEnv Web Site

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Additional Project Details

Operating Systems

Android

Programming Language

Python

Related Categories

Python Reinforcement Learning Libraries

Registered

2025-03-13
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