🎮 GAINS: AI NPC Simulation
Generative Artificial Intelligence for NPC Simulation - Advanced AI-driven character behavior system built in Unreal Engine
🎯 Project Overview
GAINS (Generative Artificial Intelligence for NPC Simulation) is an innovative game development project that leverages advanced AI algorithms to create intelligent NPC behavior systems. Built in Unreal Engine, this project demonstrates sophisticated pathfinding, decision-making, and environmental interaction patterns through heatmap visualization and real-time analytics.
🔍 Key Features
🧠 AI Pathfinding
Advanced algorithmic navigation through complex environments
📊 Heatmap Analytics
Visual representation of NPC movement patterns and behaviors
🎮 Real-time Simulation
Dynamic AI decision-making and environmental adaptation
⚡ Performance Optimization
Efficient algorithms designed for large-scale simulations
🎬 Simulation Demonstrations
Heatmap Version 1: Initial Implementation
🔍 This demonstration showcases the initial heatmap implementation, highlighting basic NPC movement patterns and environmental interaction analytics.
Heatmap Version 2: Enhanced Analytics
⚡ The enhanced version displays improved visualization techniques with more sophisticated AI behavior analysis and real-time performance metrics.