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Policy Gradient Methods: Multiple Time Steps
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Related lectures (30)
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Theorem and Explanations
Covers the theorem of finite increments in derivative functions.
Demonstration of Theorem 8.2
Explores the conditions for a function to be continuous and differentiable.
Existence of Limit Implies Continuity
Explores the connection between limit existence and function continuity, emphasizing derivative properties and function graphs.
Smooth Piecewise Arcs Integration
Covers smooth piecewise arcs integration and the importance of closed paths.
Theorems of Continuity and Derivative Number
Explores the theorems of continuity and derivative numbers, including strict monotonicity and the Newton ratio.
Derivative of an Integral with Parameter
Covers deriving integrals with parameters and their derivatives, including special cases and proofs.
Convexity and Concavity
Covers the concepts of convexity and concavity in functions with examples.
Theorem of Generalized Mean Value: Study of Functions
Explores the conditions for continuity and differentiability of functions on a closed interval.
Recursive Expression: Derivative of R
Demonstrates the derivation of a recursive expression for the derivative of R.
Differential Calculus: Differentials, Linear Approximations, Parametric Functions
Covers differentials, linear approximations, and parametric function derivatives with examples and applications.