Overview
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Explore the evolution and future of artificial intelligence in video game development through this comprehensive podcast episode featuring Julian Togelius, Associate Professor at NYU and Co-Director of the NYU Game Innovation Lab. Discover how AI has transformed from Turing's early chess experiments to today's sophisticated neural game engines and reinforcement learning applications. Learn about the dual role of AI in both playing and designing games, examining how computational creativity is reshaping the gaming industry. Delve into Togelius's academic journey from philosophy and psychology to becoming a pioneer in AI-game intersection research, including his work on the expanded second edition of "Artificial Intelligence and Games." Understand the ongoing tension between human creativity and AI-generated content, while exploring cutting-edge applications in creating immersive NPCs and dynamic game worlds. Gain insights into practical AI implementations for game quality assurance through Togelius's company modl.ai, and examine current research projects at the NYU Game Innovation Lab. Investigate the challenges and opportunities of experience-driven content generation and the potential future of neural game engines in creating more interactive and creative gaming experiences.
Syllabus
From Turing’s Chess to Neural Game Engines: AI in Video Games Today with Julian Togelius
Taught by
Open Data Science