Decision Theory and Game Theory
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This chapter provides an introduction to decision theory, where we will focus on solving decision problems whre the
decision maker must select among various alternatives, which provide different performance. The chapter also covers
game theory, a field dedicated to modelling and solving decision problems involving several rational decision makers.
Here, we will focus on solving decision problems where the decision maker must select among various alternatives,
focusing on competition and collaboration.

Tutorials
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This section contains some basic tutorials:

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    Introduction to Decision Theory </Decision Theory/tutorials/DT Intro>
    Decision Trees </Decision Theory/tutorials/Decision Trees>
    Decision Trees and machine learning </Decision Theory/tutorials/Decision_trees_in_machine_learning>
    Decision Trees with SciKit Learn </Decision Theory/tutorials/Decision_trees_machine_learning_with_SKLearn>
    Introduction to Game Theory </Game Theory/tutorials/GT Intro>
    Equilibrium </Game Theory/tutorials/Collaboration and Game Equilibrium>

Decision Theory Exercises
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In this section you have a collection of decision tree problems sorted by difficulty:

- **Easy problems**: You can tackle these problems after the first lesson on decision trees.
- **Normal problems**: These problems require that you are familiar with concepts like decision trees and perfect information value.
- **Hard problems**: This is the type of problems that definitively get you ready for the exam.


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    Starting Five (Normal) </Decision Theory/exercises/Starting Five>
    Training Pokemon (Normal) </Decision Theory/exercises/Training Pokemon>
    Planning a Factory Site (Hard) </Decision Theory/exercises/Planning a factory site>
    Select suppliers (Hard) </Decision Theory/exercises/Selecting suppliers>
    Blind wine tasting (Normal) </Decision Theory/exercises/Blind wine tasting>
    The Eye of Agamoto (Normal) </Decision Theory/exercises/The Eye of Agamoto>



Decision Theory Solved Exercises
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In this section you have the solution to the decision theory exercises.

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    Starting Five (Normal) </Decision Theory/solved/Starting Five (Solved)>
    Training Pokemon (Normal) </Decision Theory/solved/Training Pokemon>
    Planning a Factory Site (Hard) </Decision Theory/solved/Planning a factory site (Solved)>
    Select suppliers (Hard) </Decision Theory/solved/Selecting suppliers>
    Blind wine tasting (Normal) </Decision Theory/solved/Blind wine tasting>
    The Eye of Agamoto (Normal) </Decision Theory/solved/The Eye of Agamoto>


Game Theory Exercises
__________
In this section you have a collection of decision tree problems sorted by difficulty:

- **Easy problems**: You can tackle these problems after the first lesson on game theory.
- **Normal problems**: These problems require that you are familiar with concepts like game equilibrium.
- **Hard problems**: This is the type of problems that definitively get you ready for the exam.


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    Beer Prices in Paradise Beach (Normal) </Decision Theory/exercises/Beer prices in paradise beach>
    Products Improvement (Normal) </Decision Theory/exercises/Products Improvement>
    Setting Oil Prices in the 70s (Normal) </Decision Theory/exercises/Setting oil prices in the 70s>
    Developing a High-Tech Product (Normal) </Decision Theory/exercises/Developing a High-Tech Product>
    Investments Strategy (Normal) </Decision Theory/exercises/Investments Strategy>
    Playing Bluff (Normal) </Decision Theory/exercises/Playing a game>
    The Squid Game (Normal) </Decision Theory/exercises/The Squid Game>
    Strategies for Political Campaigns (Normal) </Decision Theory/exercises/Strategies for Political Campaigns>


Game Theory Solved Exercises
__________________
In this section you have the solution to the different exercises.

.. toctree::
    :maxdepth: 2
    :caption: Contents:
    :glob:
    :titlesonly:

    Beer Prices in Paradise Beach (Normal) </Decision Theory/solved/Beer prices in paradise beach (Solved)>
    Products Improvement (Normal) </Decision Theory/solved/Products Improvement (Solved)>
    Setting Oil Prices in the 70s (Normal) </Decision Theory/solved/Setting oil prices in the 70s (Solved)>
    Developing a High-Tech Product (Normal) </Decision Theory/solved/Developing a High-Tech Product (Solved)>
    Investments Strategy (Normal) </Decision Theory/solved/Investments Strategy (Solved)>
    Playing Bluff (Normal) </Decision Theory/solved/Playing a game>
    The Squid Game (Normal) </Decision Theory/solved/The Squid Game>
    Strategies for Political Campaigns (Normal) </Decision Theory/solved/Strategies for Political Campaigns>