Tag: automatically

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Reinforcement Learning

DeepMind’s AI automatically generates reinforcement learning algorithms

Source: venturebeat.com In a study published on the preprint server Arxiv.org, DeepMind researchers describe a reinforcement learning algorithm-generating technique that discovers what to predict and how to learn it by interacting with environments. They claim the generated algorithms perform well on a range of challenging Atari video games, achieving “non-trivial” performance indicative of the technique’s generalizability. Reinforcement learning algorithms Read More

AI-ONE

4 Predictions for the Future of AI in Marketing

Source: cmswire.com Artificial intelligence (AI) advancements are showing no signs of slowing down. With new developments coming on the market daily, there’s now a decent amount of options for businesses to get a helping hand with many tedious and administrative tasks. From the marketing perspective, the area with the largest room for productivity gains come Read More

Machine Learning

Preparing Data for Machine Learning

Source: tdwi.org Turning data into insights doesn’t happen magically. You must first understand your data and use it to create reports that drive actions. If your competitors are using machine learning and artificial intelligence to automatically drive actions and you aren’t, you are at a disadvantage. Getting your data ready for ML and AI involves Read More

PyTorch

THIS LATEST MODEL SERVING LIBRARY HELPS DEPLOY PYTORCH MODELS AT SCALE

Source: analyticsindiamag.com PyTorch has become popular within organisations to develop superior deep learning products. But building, scaling, securing, and managing models in production due to lack of PyTorch’s model server was keeping companies from going all in. The robust model server allows loading one or more models and automatically generating prediction API, backed by a Read More

Reinforcement Learning

“The perfect mix.” The story of an ML engineer

Source: econotimes.com Artificial intelligence (AI) – understood as intelligence demonstrated by machines – and machine learning (ML) – a subfield of AI that focuses on machines’ ability to automatically learn from experience without being explicitly programmed – are two of the computer science technologies that will arguably have the biggest impact on our lives in Read More

Deep Learning

LeRop: A deep learning-based model to automatically capture human portraits

Source: techxplore.com Taking good-quality photographs can be a challenging task, as it typically requires finding ideal locations, angles and lighting conditions. Although artistic pictures have so far primarily been taken by human photographers, in recent years, some researchers have started investigating the possibility of taking pictures automatically using robots. To this end, a team of Read More