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Edward Grygierczyk

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Edward Pollack

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Ashley Daniels

Vice President for Omnichannel & People Technology · Best Buy

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Activities & events

Title & Speakers	Event
Generative World Models 2025-11-18 · 17:45 Ashley Edwards – Senior Research Scientist @ Google DeepMind Training models on large-scale data has given us powerful generative capabilities for text, images, and video. However, this success has not yet extended to training generalist embodied agents. This talk tackles this gap by focusing on a potential solution to this problem: scalable world models. We'll trace the idea of planning in predictive models, from its origins to modern efforts on building world models directly from pixels. I'll discuss the primary challenge of scaling these models and present our work, Genie, which enables us to learn world models without explicit action labels at scale, demonstrating a new path forward for training the generalist agents of the future. generative world models reinforcement learning predictive modeling world models	#25 AI Series: DeepMind - A. Edwards

Title & Speakers

Event

Generative World Models 2025-11-18 · 17:45

Ashley Edwards – Senior Research Scientist @ Google DeepMind

Training models on large-scale data has given us powerful generative capabilities for text, images, and video. However, this success has not yet extended to training generalist embodied agents. This talk tackles this gap by focusing on a potential solution to this problem: scalable world models. We'll trace the idea of planning in predictive models, from its origins to modern efforts on building world models directly from pixels. I'll discuss the primary challenge of scaling these models and present our work, Genie, which enables us to learn world models without explicit action labels at scale, demonstrating a new path forward for training the generalist agents of the future.

generative world models reinforcement learning predictive modeling world models

#25 AI Series: DeepMind - A. Edwards

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