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Predictive Models in Machine Learning
This chapter explores the shift toward predictive models in machine learning, highlighting their role in understanding the world and developing effective agents. It discusses the intricacies of representation learning, the importance of sensory data, and the challenges associated with video datasets. The chapter also delves into ongoing research into transformer architectures and multimodal data to enhance predictive capabilities.