Combining ML/AI with Voice and Gesture Control on a VR Platform

泰坦工作室（T1S）是一家以媒体为基础的公司，专门从事短片电影和漫画小说的制作。他们现在正将自己的服务扩展到游戏市场，因为他们目前的技能与电子游戏开发所需的技能有很大的重叠。该工作室制定了一项雄心勃勃的计划，将人工智能的多个方面整合到虚拟现实（VR）平台中，这将推动当前VR游戏中可用技术的发展。这包括语音识别、基于手势的命令、针对非玩家角色的高级机器学习/人工智能，以及基于玩家技能评估的动态难度调整。尽管这些组件的各个方面已经在研究文献中以个体为基础进行了展示，但关于如何将它们整合到单个平台（即当前的低成本现成的VR系统）上的研究却很少。萨斯喀彻温理工学院将与T1S合作开发实现这一目标所需的软件平台。

Titan 1 Studios (T1S) is a media-based company that specializes in short movies and graphic novels. They are now expanding their services into the gaming market, as there is significant overlap between their current skillset and that required for video game development. The studio has set out an ambitious plan to incorporate multiple aspects of artificial intelligence into a virtual reality (VR) platform that will push the envelope of current technologies available in VR gameplay. This includes voice recognition, gesture-based commands, advanced machine learning/artificial intelligence for non-player characters, and dynamic difficulty adjustment based on assessment of the player's skill. Although aspects of these components have been demonstrated in the research literature on an individual basis, there has been little research on how to incorporate them together on a single platform, i.e., a current, low cost, off-the-shelf VR system. Saskatchewan Polytechnic will collaborate with T1S in developing the software platform necessary to achieve this goal.