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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
Categories
Reinforcement Learning LibrariesLicense
Apache License V2.0Follow AndroidEnv
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