총판수호대 aren’t just pushing the boundaries of what video game tech can do — they’re also helping to train advanced AI that can solve real-world problems. DeepMind, a Google-owned research lab, has paired its powerful AI with video games to help it learn and evolve to improve autonomous vehicles, healthcare applications, and more.
One of the biggest ways that AI can enhance a video game experience is with adaptive gameplay. This technology observes player behavior over tens or hundreds of hours and constructs narrative branches, rewards, and challenges that are nuanced and tailored to each individual user. Companion characters complement and clash with your playstyle and personality in ways that feel organic. Environments prioritize exploration versus combat depending on your preferred mode of play. This level of customization makes the game feel like it was created specifically for you, boosting engagement and satisfaction.
How Procedural Generation Uses AI to Build Game Worlds
Procedural Content Generation is a game-changing AI advancement that allows video games to generate unique worlds, environments, characters, and quests each time you play. This creates a sense of limitless discovery that captivates players and keeps them coming back for more.
Other important functions of AI in video games include physics, character animation, and NPC dialogue. The five bots that beat humans at DOTA 2 used a form of adaptive gameplay to learn by playing against clones of themselves, improving over time without the need for human feedback.
More recently, games such as Bioshock: Infinite use advanced AI to power Booker Dewitt’s companion, Elizabeth, who behaves more naturally and intuitively than a traditional game character. In addition, a number of sports titles leverage AI to ensure that gameplay adheres to the scientifically accurate physics rules.
