Machine Learning Series - Encoders | Auto, Variational and Conditional

In this video, we explore Auto Encoders, VAEs, and CVAEs in robotic machine learning. Learn how these models help reduce data complexity, generate new data, and improve robot precision. We’ll cover:

Auto Encoders: Simplifying high-dimensional data.

VAEs: Generating new data with probability distributions.

CVAEs: Conditioning data generation for more accurate trajectories.

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