A digital recreation of the popular board game Catan, featuring resource management, trade mechanics, and strategic expansion gameplay. The project includes a dynamic board generation system and AI opponents powered by machine learning.
Key Features
Game Design & Implementation: Conceptualized, designed, and produced a fully functional digital version of the board game Catan, integrating resource management, trade, and expansion mechanics to replicate the authentic gameplay experience.
Dynamic Board Generation: Developed intricate game mechanics with a dynamic board generation system, ensuring balanced gameplay across multiple playthroughs while maintaining strategic depth and player engagement.
AI Opponent Development: Engineered an AI opponent using machine learning algorithms, incorporating neural networks and reinforcement learning to simulate human-like decision-making, making the game both challenging and engaging.