Game Mechanic

Game mechanics, the rules and systems governing player interaction within games, are a focus of active research aiming to improve game design, accessibility, and AI capabilities. Current research explores automated game mechanic generation using techniques like symbolic learning and conditional variational autoencoders, as well as the application of reinforcement learning to analyze and optimize game mechanics, including the generation of human-like playstyles for automated playtesting. This work has implications for democratizing game development, enhancing game AI, and providing more sophisticated tools for game designers to analyze and balance gameplay.

Papers