13min chapter

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Generative Video WorldSim, Diffusion, Vision, Reinforcement Learning and Robotics — ICML 2024 Part 1

Latent Space: The AI Engineer Podcast

CHAPTER

Learning Optimal Policies from Video Data

This chapter explores the innovative methodologies for clustering future frames in reinforcement learning, focusing on the learning of policies from video data. It highlights the development of a generative environment, Genie, which facilitates learning actions and rewards through a unique framework of tokenization and dynamics modeling.

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