AI Games
AI Games are interactive video games that utilize contemporary AI technologies, primarily Large Language Models (LLMs) and reinforcement learning, to make non-player characters more believable and interactable. Many of these games have a narrative that explores the role of AI in society or in specific game worlds. Others have a gameplay focus that showcases a particular aspect of artificial intelligence such as game balancing, predictive analytics, or algorithmic content generation.Fantasy Gems Official Website
These games typically feature a grid-based map, simplified state and action space, and clear game mechanisms that are well suited to training and testing of AI agents. Some examples include Nim, a logical deduction game where the player must defeat an AI by taking all of the pencils in its cup, Snake AI, a competitive snake-fighting game, SimCity, an open-ended city-building 2D video game, and Nethack, a single-agent roguelike that is suitable for visual RL research.
The Evolution of AI in Games
Game AI enhances realism through pathfinding algorithms that allow NPCs to navigate environments dynamically, behavior trees that enable NPCs to make decisions based on a variety of factors, and reinforcement learning that allows NPCs to improve over time. Personalized experiences can be delivered through predictive analytics that provide players with custom quests, dialogue options, and rewards at the right moment to immerse them in the game world.
The game Tacoma is an example of a narrative that explores the role of game AI in society through the story of ODIN, a governing AI aboard a space station. A graphical simulation of the ship’s crew and its relationship with ODIN, Tacoma is an immersive experience that is both entertaining and educational.…
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