Chapter 4: Dynamic Programming

11/11/99


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Table of Contents

Chapter 4: Dynamic Programming

Policy Evaluation

Iterative Methods

Iterative Policy Evaluation

A Small Gridworld

Iterative Policy Eval for the Small Gridworld

Policy Improvement

Policy Improvement Cont.

Policy Improvement Cont.

Policy Iteration

Policy Iteration

Value Iteration

Value Iteration Cont.

Asynchronous DP

Generalized Policy Iteration

Efficiency of DP

Summary

Author: Andy Barto

Email: barto@cs.umass.edu

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