# AI Simulator: Robot

> Navigate maze with artificial intelligence and machine learning!

Canonical page: [https://chrome-stats.com/d/com.paradite.aisnake](https://chrome-stats.com/d/com.paradite.aisnake)

## Overview

- **ID:** `com.paradite.aisnake`
- **Platform:** Android
- **Type:** Android app
- **Status:** Available
- **Publisher:** AI Simulator
- **Category:** GAME\_PUZZLE
- **Downloads:** 17,704
- **Rating:** 4.53 / 5 (383 ratings)
- **Version:** 1.3.59
- **Last updated:** 2024-06-29
- **First published:** 2022-08-02
- **Publisher country:** SG
- **Size:** 54 MB
- **Data as of:** 2026-09-15
- **Store listing:** [Google Play Store](https://play.google.com/store/apps/details?id=com.paradite.aisnake)
- **Website:** [https://ai-simulator.com/](https://ai-simulator.com/)
- **Privacy policy:** [https://ai-simulator.com/privacy-robot/](https://ai-simulator.com/privacy-robot/)

## Description

**AI Simulator: Robot** offers a unique blend of classic snake and maze puzzle gameplay with cutting-edge artificial intelligence and machine learning mechanics. Players control AI algorithms to automatically navigate mazes, choosing from methods such as BFS, DFS, A*, Monte Carlo, and Deep Q-Networks (DQN) powered by TensorFlow.js. The extension allows users to train personalized neural networks from scratch, fine-tune numerous parameters, and upgrade AI capabilities through earned in-game chips.

Designed as an idle AFK game, AI Simulator: Robot enables players to watch intelligent simulations unfold, improving AI performance to achieve higher scores. Visualizations of pathfinding algorithms and saved training progress provide an immersive and educational AI experience. Compete with others globally by submitting your high score to the leaderboard, and explore endless possibilities in AI-driven gameplay. Developed by the creator of AI Simulator: 2048, this game merges entertainment with real machine learning concepts seamlessly.

## Rankings

- #455,507 — Overall

## Permissions and access

### Permissions

- `android.permission.ACCESS_NETWORK_STATE`
- `android.permission.FOREGROUND_SERVICE`
- `android.permission.INTERNET`
- `android.permission.READ_EXTERNAL_STORAGE`
- `android.permission.RECEIVE_BOOT_COMPLETED`
- `android.permission.SYSTEM_ALERT_WINDOW`
- `android.permission.VIBRATE`
- `android.permission.WAKE_LOCK`
- `android.permission.WRITE_EXTERNAL_STORAGE`
- `com.android.vending.BILLING`
- `com.google.android.finsky.permission.BIND_GET_INSTALL_REFERRER_SERVICE`
- `com.google.android.gms.permission.AD_ID`

## Review summary

### Pros

- Engaging gameplay that encourages exploration of AI and machine learning concepts
- Fun and intuitive design, making it accessible to a broad audience
- No forced ads, providing a pleasant user experience
- Good potential for an interesting community and challenges, such as a leaderboard
- Visualizes different pathfinding algorithms effectively

### Cons

- Gameplay can become repetitive quickly, often finished in a short time
- Lack of content and depth, leaving players wanting more
- Confusing mechanics or lack of explanation for certain features
- Difficulty level can feel frustrating compared to real industrial robots
- Limited to the initial beta, with some players feeling it's too short

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Source: [Chrome-Stats](https://chrome-stats.com/d/com.paradite.aisnake)