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This lecture covers learning and adaptive control for robots, focusing on Stable Estimator of Dynamical Systems (SEDS) and Linear Parameter-Varying Dynamical Systems (LPV-DS). It explains concepts like Lyapunov's Theorem, stability of linear and non-linear DS, SEDS model, and LPV-DS final optimization.