🧠 Neural Pixel AI System
A living, self-learning, visual, and evolving AI.
Welcome to the heart of the Neural Pixel AI System — a one-of-a-kind artificial intelligence where every decision, memory, and mutation comes to life through dynamic pixels.
Built in Unity, this system blends reinforcement learning, neural memory, and genetic reproduction to create a vibrant ecosystem of autonomous agents capable of eating, fighting, reproducing… and evolving across generations.
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🌐 A Brain Made of Pixels
Each AI possesses a neural texture (a 2D image) where:
Every pixel encodes Q-values, uncertainty, memory, rewards, and counters.
The bottom rows represent internal and environmental sensors: hunger, health, enemies, food, obstacles, density…
The AI reads its visual brain, selects an action (move, turn, do nothing…), and updates its brain based on the outcome.
🧬 Simulated Biological Evolution
AI agents can:
Reproduce with each other if well-fed and mature.
Mix their brains (pixel-wise averaging).
Mutate their size and neural structure.
Pass down confidence scores and unique names to their offspring.
The result: a self-regulating, living ecosystem, where only the fittest AIs survive and multiply.
🔎 Built-in Visualization Tools
IA Observer Manager: Lists and manages all active AIs.
AI Brain Viewer: Inspect any AI’s brain in real time, including genealogy, confidence level, and parents.
Dynamic UI: Health gauges, blinking eyes, visual FX and sound effects for each action.
🔁 A World in Constant Evolution
AIs are automatically spawned, evaluated, ranked, and recycled if underperforming.
The system saves high-potential brains and archives failures in a virtual graveyard.
Every action shapes their fate:
Eating grants rewards.
Losing a fight results in penalties.
Time without food leads to starvation…
🚀 What Makes This System Unique?
✅ Real-time pixel-based learning
✅ Entirely visual and debuggable brain
✅ Biological evolution simulation with no traditional neural networks
✅ No artificial clamping — behavior emerges purely from reward logic
✅ Integrated visualization, genealogy system, and dynamic mutations
🔬 Perfect For…
Visual AI enthusiasts
Curious minds exploring autonomous learning
Developers building emergent, living worlds
Digital artists intrigued by organic behaviors
The Neural Pixel AI System isn’t just an AI.
It’s an organism. An experiment.
A living simulation in pixels.
Welcome to the Living Artificial Intelligence Simulation!
Explore a universe where each AI learns, evolves, fights, and reproduces… all by itself!
Goal: Observe the evolution of neural brains in real time. Every color, every movement is the result of internal learning!
Compatible Platforms:
You can play on computer, phone, tablet, TV, console, or any device with a modern web browser.
Controls:
Click on an agent: displays its visual brain and detailed info (generation, parents, confidence, etc.)
Fullscreen button 🔲: at the bottom of the game — click for full immersion!
Important (WebGL Version)
AIs are not saved automatically in this version.
You must manually save a brain by clicking an agent, then pressing “Save”.
In a future session, you can reload any PNG image as a brain.
And who knows… maybe any image holds the fragments of a consciousness?
Full Version Available on PC
For those who want to go further, a full PC version is available with:
Automatic saving
Persistent AI
Advanced diagnostic tools
Extended visualization and export features
This version is paid, designed for enthusiasts, researchers, and anyone curious about artificial intelligence.
✅ No download required. The AI lives directly inside your browser — fully autonomous.
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© Neural Pixel AI System — All Rights Reserved
The Neural Pixel AI System is an original software creation by Df Games Studio (alias Frédéric D.) , protected under French and international intellectual property laws.
This system includes (but is not limited to):
A visual neural architecture based on 2D
Texture2Dmaps, where each pixel encodes smart data (Q-values, memory, uncertainty, confidence, etc.).A fully autonomous evolution engine featuring reproduction, mutation, and natural selection between AI agents.
A real-time visual learning mechanism, independent from traditional neural network architectures.
A full suite of in-game diagnostic tools, including live brain inspection, genealogy tracking, performance scoring, and visual behavior logs.
A pure reward/punishment logic approach — no clamps, no filters — where all behavior emerges organically from internal states and environmental feedback.
No part of this technology, its concepts, source code, or visual implementation may be copied, modified, distributed, or reused — in full or in part — without explicit written permission from the author.
🛡️ Any attempt to clone, reverse-engineer, or misappropriate this system will result in legal action, as per Articles L.335-2 and following of the French Intellectual Property Code, and equivalent international legislation.
© 2025 Df Games Studio (alias Frédéric D.) – Neural Pixel AI System
Licensed under CC BY-NC-ND 4.0
You may share this work with attribution, but not modify or use it commercially.
https://creativecommons.org/licenses/by-nc-nd/4.0/