Book Image

Artificial Intelligence By Example

By : Denis Rothman
Book Image

Artificial Intelligence By Example

By: Denis Rothman

Overview of this book

Artificial intelligence has the potential to replicate humans in every field. Artificial Intelligence By Example serves as a starting point for you to understand how AI is built, with the help of intriguing examples and case studies. Artificial Intelligence By Example will make you an adaptive thinker and help you apply concepts to real-life scenarios. Using some of the most interesting AI examples, right from a simple chess engine to a cognitive chatbot, you will learn how to tackle the machine you are competing with. You will study some of the most advanced machine learning models, understand how to apply AI to blockchain and IoT, and develop emotional quotient in chatbots using neural networks. You will move on to designing AI solutions in a simple manner rather than get confused by complex architectures and techniques. This comprehensive guide will be a starter kit for you to develop AI applications on your own. By the end of this book, you will have understood the fundamentals of AI and worked through a number of case studies that will help you develop your business vision.
Table of Contents (19 chapters)

Running the CRLMM

The self-driving car's mission is a circular (no beginning, no end) one like the CRLMM described in the previous chapter:

  • If it is in a parking lot, it can be activated by a home or a shelter
  • If it is at a given home, it will go to a shelter
  • If at a shelter, it can go to a home or a parking space
  • If it needs recharging, this can be done at a recharging space (or more probably at a parking space), which is already the case in some cities

At one point, the self-driving car has to go from a home to a parking space. This part of its itinerary is the subject of the following sections.

Finding a parking space

CRL-MM-IoT_SVM.py uses a fine-tuned version of the MDP_Graph.py described in the previous chapter...