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        <title>Talk： Using generative AI for planning and action in robotics</title>
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        <description>Generative AI like ChatGPT has revolutionized human-machine interaction - producing text, images, and video with remarkable fluency. But what would a similar breakthrough look like for embodied systems like robots? Is it simply giving robots a ChatGPT-style interface, or could there be a deeper transformation in the offing? This talk explores the surprising structure hidden in the latent spaces in which some of these models learn, and how optimising within them can lead to creative and useful behaviour - even in the physical world. From controlling real robots to modelling the environments they move through, we will see how generative models can be used to simulate and plan in imagination. And as these world models become more structured, they hint at a broader possibility: AI systems that allow us to derive learning from observations, that help us to explore and understand the world - and not just automate it. Join Professor Ingmar Posner, lead of the Applied Artificial Intelligence Lab at Oxford University and a Founding Director of the Oxford Robotics Institute. His research aims to enable machines to robustly act and interact in the real world - for, with, and alongside humans.</description>
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