Google's GameNGen AI Model Generates DOOM in Real-Time at 20 fps

Aug 28, 2024, 12:54 PM

Google and DeepMind, in collaboration with Tel Aviv University, have developed a groundbreaking AI model called GameNGen that can generate and run the classic game DOOM in real-time using diffusion models. This innovative approach allows the AI to create game levels dynamically, frame by frame, without pre-defined assets. The technology leverages reinforcement learning gameplay videos as training data to simulate the game environment. Remarkably, the AI can run the game at 20 fps on a single TPU. This advancement marks a significant milestone in AI-generated content, suggesting a future where video games and other digital content can be generated on-the-fly, potentially transforming the gaming industry.