Soneat Generation 3
A Unity-based endless runner blending Sonic-inspired gameplay with advanced neuroevolutionary AI. Features dual gameplay modes: manual play and AI learning via NEAT.
Showcased neuroevolution AI with real-time training, species management, and neural network visualization in a playable game.
Soneat Generation 3 – Sonic-Inspired NEAT-Powered Endless Runner
Implemented full NEAT algorithm with real-time evolution, species management, and dynamic topology updates.
Designed 12-input vision system for obstacle detection, speed adaptation, and combo pattern analysis.
Built save/load AI models with training metadata and visualized neural networks.
Developed full game architecture including boss battles, dynamic obstacle spawns, and audio-visual feedback systems.
Full NEAT implementation with real-time training visualization
Dual gameplay: Human-Controlled and AI Training Mode with up to 50 agents
Multi-phase boss battles with training-aware AI behavior
Chrome Dino–inspired progression with dynamic difficulty scaling