Intuitive AI is an experiment that is being conducted to generate intuitive behavior in Artificial Intelligence and is still ongoing. In this official documentation, we are going to see how everything works step by step and also what are the future possible enhancements.
This study is all about finding:
It's a big statement to make but that is the motto this study revolves around. This documentation is structured as:
Understanding Simulator In this section, we'll discuss in detail how the stimulator was developed what is the logic and rules behind it.
Understanding Dataset A brief guide as to how the gameplay data is stored and what each column of the data sheet represents.
Exploring Generated Data Data that is being generated on every gameplay is being stored in a particular manner. So in this section, we are going to have a look at how the generated data looks like. Performing Exploratory Data Analysis (EDA) on the generated data. Putting it in shape and ensure that it is ready to be fed to a machine learning model.
Experiments with DataSet We fed the data to a neural network with a hypothesis that this neural network should never stop because it'll never improve or get better accuracy. We tried it using different machine learning algorithms and changed values of variables to see which makes it work. This and some other interesting experiments we did with the data are all mentioned in this section.
Future Enhancements What is the future of this project and how can you advance this research.
Have anything to share or ask? We have our community where you can share ideas, ask questions, or show something new that you did. Access our discussion community here: https://github.com/ibjects/IntuitiveAI/discussions
IntuitiveAI is an open-source project and our official repository can be accessed here: https://github.com/ibjects/IntuitiveAI
Here is the link to the IntuitiveAI simulator on the web: https://intuitive-ai.web.app/
Here is the link to CoLab Notebook where the analysis is currently in process: https://colab.research.google.com/drive/1rwPrzAS6J2lW0RVjqGaLpm4KaPwGGVdi?usp=sharing