The perspective will focus primarily on nonkinetic training (for example, bilateral negotiation, medical training and exercising decision making in ill-defined environments). This talk will provide a perspective on the role of artificial intelligence (AI) and interactive digital media in serious games and training applications for the military. Army Simulation and Training Technology Center) More information including publications, projects, videos, and released software is available on Basu’s Microsoft page.Ī Perspective on the Use of Digital Media and AI in Serious Games and Trainingīob Sottilare (U.S. He has worked in a variety of application areas for this technology, including music creation and analysis, data mining and organization, diagnosing computer systems, and speech/conversational analysis. His primary focus area is interactive machine learning, within which he investigates how human judgments, knowledge, and intent can best be leveraged to train or guide complex learning algorithms, as well as how algorithmic approaches can be used to teach humans new information. Sumit Basu has been a researcher at Microsoft Research since completing his PhD at the Massachusetts Institute of Technology in 2002. Finally, making music more accessible also makes it more fun, for both novices and experts, and I’ll end with some thoughts on how these technologies might lead to interesting gaming experiences. In this talk, I’ll show three vignettes of how we’ve used interactive machine learning to extend the creative reach of aspiring musicians: a system that that adds a learned notion of style to dull MIDI sequences, a system for interactively creating accompanying chord sequences from a melody input, and a method for helping singers produce the notes they meant to sing. For many others, though, it can be frustrating and inaccessible: even if an inspired youth has great musical ideas, she may not have the knowledge or ability to get her latest song out from her head and into her MP3 player. Learning to Make Music: Interactive AI for Music Creationįor those who can play an instrument or have a respectable singing voice, music can be a wonderful means of creative expression, social engagement, and fun. Patrick Henry Winston Outstanding Educator AwardĪIIDE-10 Invited Speakers AIIDE-10 Invited Talk.Award for Artificial Intelligence for the Benefit of Humanity.The Role of Intelligent Systems in the National Information Infrastructure.A Report to ARPA on Twenty-First Century Intelligent Systems.
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