This Week in Machine Learning & AI
This show, TWiML Talk 41, features my interview with Erin Shellman, a statistician and data science manager with Zymergen, a company using robots and machine learning to engineer better microbes.
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Our third guest in the Industrial AI series is Chelsea Finn, PhD student at UC Berkeley. Despite being early in her career, Chelsea is an accomplished researcher with more than 14 published papers in the past 2 years, on subjects like Deep Visual Foresight , Model-Agnostic Meta-Learning and Visuomotor Learning to name a few. We discuss all of these topics in the show, as well as subjects like zero-shot, one-shot and few-shot learning.
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Our second guest in the Industrial AI series is Pieter Abbeel, Assistant Professor at UC Berkeley, Research Scientist at OpenAI, and Cofounder of Gradescope. During this conversation, Pieter and I really dig into reinforcement learning, which is a technique for allowing robots (or AIs) to learn through their own trial and error.
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Our first guest in the Industrial AI series is Ilia Baranov, engineering manager at Clearpath Robotics. Ilia’s responsible for setting the engineering direction for all of Clearpath’s research platforms. In our conversation we cover a lot of ground, including what it really means to field autonomous robots, the use of autonomous robots in research and industrial environments, the different approaches and challenges to achieving autonomy, and much more!
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This week we spoke with founders from the 5 companies in the inaugural batch of the AI NexusLab program: HelloVera, Klustera, Behold.ai, Cambrian Intelligence, and AlphaVertex.
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This week’s show covers the first fatal Tesla autopilot crash, a new EU law that could prohibit machine learning, the AI that shot down a human fighter pilot, the 2016…
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