Policy Gradient Methods: Multiple Time Steps

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Explores the definition and derivability of functions in differential calculus, emphasizing differentiability at specific points.

Explores finding the equation of the tangent line to a function's graph at a point.

Explores the definition and properties of derivatives, including slopes of tangent lines and differentiability conditions.

Covers the derivative of the composition of two functions and the chain rule theorem.

Explores derivability, continuity, and composite functions with illustrative examples.

Covers the derivative of the composition of two functions and its applications.

Explores exact linearization techniques for transforming non-linear systems into linear ones, emphasizing system stability.

Explains the Jacobian matrix and derivative of composite functions with examples.

Explores partial derivatives and derivability of functions, emphasizing geometric interpretations and avoiding common pitfalls.