Swarm Intelligence/Mind Render AI Drill(Free)

Ants are known to exchange information via pheromones and efficiently forage by forming trails.

This ant behavior is known as a representative example of swarm intelligence observed in living organisms, and optimization algorithms such as Ant Colony Optimization (ACO) draw inspiration from this ant behavior.

With this asset, you can perform simulations based on a simplified model of ant pheromone release, detection, and decision-making.

The asset includes a foundational explanation of AI (documents), program development, and a simulation environment. The documents describe the following:

[Introduction]

This document explains the prerequisites required to use Mind Render AI Drill.

Install Unity Hub

Install Unity

Sign in to Unity

Add a project

Install Visual Studio Code

Edit the program

[Swarm Intelligence (Ant Pheromone Trail)]

You can simulate ant behavior using a simplified model of pheromone release, detection, and decision-making. By altering food placement, terrain changes, and various parameters, you can test how ant behavior changes.

Neural Network

Model

States and decision making

Internal activity

Pheromones

Implementation

- Ants

- Pheromones

- Nest

Optional Exercises

Notes