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This repository contains a practical application of Infinite Horizon Dynamic Programming (IHDP) techniques, demonstrated through the Frozen Lake environment and grid world examples. The repository includes a Jupyter Notebook that explores these techniques with visual aids.

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Mahmood-Anaam/infinite-horizon-dynamic-programming

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Infinite Horizon Dynamic Programming

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This repository contains a practical application of Infinite Horizon Dynamic Programming (IHDP) techniques, demonstrated through the Frozen Lake environment and grid world examples. The repository includes a Jupyter Notebook that explores these techniques with visual aids.

Overview

This repository serves as a practical exercise in Infinite Horizon Dynamic Programming. It includes detailed explanations, visualizations, and practical examples to aid in understanding these concepts.

Repository Contents

  • practical_infinite_horizon_dynamic_programming.ipynb: A Jupyter Notebook demonstrating IHDP concepts through various examples and exercises.

  • frozen_lake.gif: A GIF visualizing the Frozen Lake environment.

    Frozen Lake

  • grid_world.png: An image representing the initial state or result of a grid world example.

    Grid World

  • grid_world2.png: A second image illustrating another state or result in the grid world example.

    Grid World 2

  • README.md: This file, providing an overview of the repository contents.

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This repository contains a practical application of Infinite Horizon Dynamic Programming (IHDP) techniques, demonstrated through the Frozen Lake environment and grid world examples. The repository includes a Jupyter Notebook that explores these techniques with visual aids.

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