RL Playground
Reinforcement Learning Game
Free · Designed for iPad. Not verified for macOS.
Train real AI agents directly on your phone.
Play, experiment, and discover reinforcement learning
RL Playground is a one-of-a-kind interactive experience to explore reinforcement learning through play
Agents don’t fake learning here — they actually learn, locally, on your device.
No cloud, no servers, no precomputed simulations.
You can watch learning happen live, episode after episode.
Each level is based on a concrete scenario:
a drone learning when to jump over a gap,
an autonomous car learning to avoid pedestrians,
a Duck Hunt–inspired challenge focused on tracking and decision-making.
You can tweak learning parameters, train the agent, then test it and observe how its behavior evolves over time.
RL Playground is made for:
people who want to understand AI hands-on,
curious minds, students, developers,
and players looking for experimental, meaningful games.
No internet required.
No prior ML knowledge needed.
Just learning by doing.
Ratings & Reviews
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The developer, GUILLAUME HARARI, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- GUILLAUME HARARI
- Size
- 35.4 MB
- Category
- Simulation
- Compatibility
Requires iOS 15.1 or later.
- iPhone
Requires iOS 15.1 or later. - iPad
Requires iPadOS 15.1 or later. - iPod touch
Requires iOS 15.1 or later. - Mac
Requires macOS 12.0 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 1.0 or later.
- iPhone
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © 2026