Posted by Aviral Kumar, Student Researcher, and Sergey Levine, Research Scientist, Google Research Reinforcement learning (RL) algorithms can learn skills to solve decision-making tasks like playing games, enabling robots to pick up objects, or even optimizing microchip designs. However, running RL algorithms in the real… Read More »Pre-training generalist agents using offline reinforcement learning Google AI Google AI Blog

Over the last 10 years, a number of players have developed autonomous vehicle (AV) systems using deep neural networks (DNNs). These systems have evolved from simple rule-based systems to Advanced Driver Assistance Systems (ADAS) and fully autonomous vehicles. These systems require petabytes of data and… Read More »Modular functions design for Advanced Driver Assistance Systems (ADAS) on AWS Shreyas Subramanian AWS Machine Learning Blog

Posted by Greg Corrado, Distinguished Scientist, and Yossi Matias, VP Engineering and Research, Google Research (This is Part 8 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Google’s focus on AI… Read More »Google Research, 2022 & beyond: Health Google AI Google AI Blog

The do-it-yourself climate modeling movement is here. Researchers from Northwestern University and Argonne National Laboratory have been launching NVIDIA Jetson-driven edge computing Waggle devices across the globe to collect hyper-local climate information. Waggle is an open source sensor platform for edge computing developed by Argonne.… Read More »DIY Urban AI: Researchers Drive Hyper-Local Climate Modeling Movement Scott Martin – Archives Page 1 | NVIDIA Blog

By Sam Sepah, ML Research Program ManagerAs a Deaf person who learned sign language from my family at an early age, I consider myself lucky. Every day, 33 babies are born with permanent hearing loss in the U.S. (kdhe.ks.gov, deafchildren.org) The majority of deaf children… Read More »A new Kaggle competition to help parents of deaf children learn sign language noreply@blogger.com (TensorFlow Blog) The TensorFlow Blog

​ This post is co-written with Swagata Ashwani, Senior Data Scientist at Boomi. Boomi is an enterprise-level software as a service (SaaS) independent software vendor (ISV) that creates developer enablement tooling for software engineers. These tools integrate via API into Boomi’s core service offering. In… Read More »Boomi uses BYOC on Amazon SageMaker Studio to scale custom Markov chain implementation Dan Ferguson AWS Machine Learning Blog