Download
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
Other Useful Business Software
Build Data Resilience - Take the Assessment Today
Is your recovery strategy as strong as you think? Take this quick self-assessment to check your recovery readiness and gain tailored insights. In only 2 minutes, you'll learn where you fall on the recovery readiness scale.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of AndroidEnv!
