ARTIFICIAL INTELLIGENCE

What Will I Learn?

    ·       Introduction To Artificial Intelligence

    o   Introduction

    o   Why AI?

     

    ·       Q-Learning Intuition

    o   Plan of Attack

    o   What is reinforcement learning?

    o   The Bellman Equation

    o   Policy vs Plan

     

    ·       Deep Q-Learning

    o   Plan of attack

    o   Deep Q-Learning- Learning

    o   Deep Q-Learning- Attack

    o   Experience Replay

     

    ·       Creating the Environment

    o   Self Driving Car- Step 1

    o   Self Driving Car- Step 2

     

    ·       Building an AI

    o   Self Driving Car- Step 3

    o   Self Driving Car- Step 4

    o   Self Driving Car- Step 5

    o   Self Driving Car- Step 6

     

    ·       Playing with AI

    o   Self Driving Car- Level 1

    o   Self Driving Car- Level 2

    o   Self Driving Car- Level 3

    o   Self Driving Car- Level 4

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