Learn how backpropagation works by building it from scratch in Python! This tutorial explains the math, logic, and coding behind training a neural network, helping you truly understand how deep ...

Build the AdamW optimizer from scratch in Python. Learn how it improves training stability and generalization in deep learning models. #AdamW #DeepLearning #PythonTutorial ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

In this talk, I will give a high-level tutorial on graphs of convex sets, with emphasis on their applications in robotics, control, and, more broadly, decision making. Mathematically, a Graph of ...

Matt Wicks – Zebra Robotics Automation: I would define “automation” as the overall umbrella, which includes a lot of different technologies, from robotics to software and other types of material ...

Two new AI models allow robots to perform complex, multistep tasks in a way that they couldn't previously. When you purchase through links on our site, we may earn an affiliate commission. Here’s how ...

Generative AI systems that create text, images, audio, and even video are becoming commonplace. In the same way AI models output those data types, they can also be used to output robot actions. That’s ...

What if you could create your very own personal AI assistant—one that could research, analyze, and even interact with tools—all from scratch? It might sound like a task reserved for seasoned ...

Robotics is no longer science fiction. It is quickly becoming a key part of today’s classrooms. From household helpers to surgical assistants, robots are shaping the world around us. Now, even ...

Insights on how AI is transforming robotics applications, from autonomous mobile robots using visual SLAM technology to robots working in unstructured environments and handling unfamiliar objects. A ...

Swarm robotics addresses the design, deployment, and analysis of large groups of robots that collaborate to perform tasks in a decentralized manner. Research in this field has predominantly relied on ...