# AI Simulator: Robot — Navigate maze with AI

> AI-driven game simulator for training and competing with machine learning models. (iPhone/iPad app by AI Simulator.)

- Source: https://appshunter.io/ios/app/ai-simulator-robot/id1635018548 (this page in markdown: same URL + `.md`)
- Developer: [AI Simulator](https://appshunter.io/developer/1570383240)
- Category: Games, Education, Puzzle, Simulation
- Price: Free with in-app purchases
- Rating: 5.00/5 from 8 App Store ratings
- Age rating: 4+
- Requires: iOS 12.4 · 18 MB
- Languages: English
- Released: 2022-08-02
- Data updated: 2026-07-08
- Monetization: free with in-app purchases
- User reviews in markdown: https://appshunter.io/ios/app/ai-simulator-robot/id1635018548/reviews.md

## What is AI Simulator?

Unique Game Style

Control AI to play the game for you. Experience the unique concept of idle game play that mimic classic snake and maze puzzle solver.

AI Auto Play

Setup AI for your robot and enjoy watching idle gameplay running automatic simulation. Unlocking more advanced algorithms for your robot. Choose from Baseline Random, Classic Heuristics, Classic Search (BFS, DFS), A*, Monte Carlo methods, DQN and many more to be added.

Training Your Own Model

Train your own neural network from scratch. This game is powered by the popular machine learning engine Tensorflow. Experience what it is like to be a skillful machine learning / AI engineer. Training progress is automatically saved so you can train for as long as you want.

Fine tuning parameters

Many parameters can be adjusted and tuned to to make smart AI. Customize each algorithm, including search depth, priority of various moves and many more.

Upgrade your AI capabilities

Earn chips by playing the game and purchase upgrades to unlock many new powers and quality-of-life (QOL) capabilities. Upgrades include faster solve speed and more to be added. Have fun playing as an indie AFK game.

Get the highest high score

Run simulations to find out what's the best AI algorithm and parameters. Record your high scores together with the setup you used at the end of each game. Use your past performance to tune the AI and achieve new scores. How high can you get? The sky is the limit!

Compete on global leaderboard

Submit your high score to the global leaderboard, compete against other AIs to achieve the ultimate global high score.

Features:

- Smart game concept inspired by classic snake game and maze puzzle games (snake ai)
- Automatic game play suitable for idle AFK playing
- Train your own deep learning neural network models (DQN)
- Machine learning powered by tf.js (Tensorflow) engine to give an authentic AI experience
- Save and load machine learning model training progress
- Visualize path finding algorithms
- Customizable and upgradable AI algorithms and parameters
- Upgrade speed for even faster AI solving speed
- New game from the creator of popular game AI Simulator: 2048

## Key features

- AI auto-play for idle gameplay
- Train custom neural networks
- Fine-tune AI algorithm parameters
- Upgrade AI capabilities and speed
- Global leaderboard competition
- Pathfinding algorithm visualization

## Pricing and in-app purchases

Base price: Free.

**One-time purchases**

| Purchase | Price | Type |
| --- | --- | --- |
| Pro | $2.99 | one-time |



## Frequently asked questions about AI Simulator

### What is AI Simulator: Robot?

AI Simulator: Robot is a game where you control AI to play maze and snake-like puzzles. It allows you to train your own machine learning models and compete on a global leaderboard.

### Does AI Simulator: Robot have ads?

Yes, AI Simulator: Robot contains advertisements. This is common for free-to-play games that offer in-app purchases.

### How does AI Simulator: Robot work?

The game lets you set up AI for your robot to play automatically. You can choose from various algorithms, train neural networks, and fine-tune parameters to achieve high scores.

### Can I train my own AI models in AI Simulator: Robot?

Yes, you can train your own deep learning neural network models, including DQN, powered by the Tensorflow engine. Training progress is automatically saved.

### What kind of algorithms can I use in AI Simulator: Robot?

You can utilize algorithms such as Baseline Random, Classic Heuristics, Classic Search (BFS, DFS), A*, Monte Carlo methods, and DQN, with more to be added.

### Is AI Simulator: Robot suitable for offline play?

The game is designed for automatic simulation and idle gameplay, suggesting it may function offline. However, features like global leaderboards would require an internet connection.

### How often is AI Simulator: Robot updated?

The latest version is 1.3.50, last updated on November 27, 2022. This indicates a relatively active development cycle for new features and improvements.

### What is the age rating for AI Simulator: Robot?

AI Simulator: Robot has an age rating of 4+, making it suitable for a wide range of players.

## Version history (last 5 releases)

### 1.3.50 — 2022-11-27

Minor Update 1.3.50
- Adjusted multi-run upgrade to allow running 2 games without ads
- Clarified muti-run upgrade is not parallel

### 1.3.49 — 2022-10-16

Minor Update 1.3.49
- Fixed a visual glitch when selecting a locked algorithm
- Updated gameover screen icon for starting a new game to indicate randomized map layout

### 1.3.48 — 2022-10-10

- Added app preview videos

### 1.3.47 — 2022-10-08

Minor Update 1.3.45
- Added an option to reset parameters of an algorithm
- Added a new color scheme - Mono (Monochrome)
- Minor UI/UX adjustments

Minor Update 1.3.43
- Added a new algorithm: PMGS.
- Migrated runtime engine from JSC to Hermes for improved performance and stability.
- Adjust cost for various algorithms according to their relative power.
- Added AI and map information on gameover and game history screen.

### 1.3.41 — 2022-10-02

Minor Update 1.3.39
- Added in-game achievements.
- Added player ID and link to patch notes in the menu modal.
- Renamed Text Mode to Advanced Mode, which now gives the ability to view game history.
- Updated a number of 3rd party libraries.

Minor Update 1.3.41
- Game Re-balancing Changes:
  - Removed hidden nerfs for long games.
  - Added explicit battery capacity degradation as the robot makes movements.
  - Adjusted score multiplier for map size 8 accordingly.
- Added information on move count and battery capacity on game screen.

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## More apps by AI Simulator

- [AI Simulator: 2048](https://appshunter.io/ios/app/ai-simulator-2048/id1570383237)
- [Retire 35 - FIRE Calculator](https://appshunter.io/ios/app/retire-35-fire-calculator/id1582600811)
- [AI Simulator: Block Puzzle](https://appshunter.io/ios/app/ai-simulator-block-puzzle/id6444441362)

All apps by AI Simulator: https://appshunter.io/developer/1570383240

## Related topics

[ai robot simulator](https://appshunter.io/ios/topics/ai-robot-simulator)

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-07-08.*