https://insideainews.com/tag/markov-decision-process/ Illuminating AI's Frontiers: Your Go-To News Destination. Thu, 11 Apr 2024 22:14:46 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/markov-decision-process/ 32 32 136462205 https://insideainews.com/2024/04/13/video-highlights-deep-reinforcement-learning-for-maximizing-profits-with-prof-barrett-thomas/ https://insideainews.com/2024/04/13/video-highlights-deep-reinforcement-learning-for-maximizing-profits-with-prof-barrett-thomas/#respond Sat, 13 Apr 2024 10:00:00 +0000 https://insidebigdata.com/?p=35140 In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, is joined by Dr. Barrett Thomas, an esteemed Research Professor in at the University of Iowa's College of Business, to delve deep into Markov decision processes and how they relate to Deep Reinforcement Learning.]]> https://insideainews.com/2024/04/13/video-highlights-deep-reinforcement-learning-for-maximizing-profits-with-prof-barrett-thomas/feed/ 0 35140 https://insideainews.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/ https://insideainews.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/#respond Fri, 09 Sep 2022 13:00:00 +0000 https://insidebigdata.com/?p=30315 Fluid mixing is an important part of several industrial processes and chemical reactions. However, the process often relies on trial-and-error-based experiments instead of mathematical optimization. While turbulent mixing is effective, it cannot always be sustained and can damage the materials involved. To address this issue, researchers from Japan (Tokyo University of Science) have now proposed an optimization approach to fluid mixing for laminar flows using machine learning, which can be extended to turbulent mixing as well.]]> https://insideainews.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/feed/ 0 30315