You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
The agent is created using the genetic algorithm (GA). The [PyGAD](https://pygad.readthedocs.io) library is used to build the GA.
8
+
The only AI used to build the agent is the genetic algorithm (GA). There is no machine/deep learning model used. The [PyGAD](https://pygad.readthedocs.io) library is used to build the GA.
9
9
10
10
# Installing PyGAD
11
11
@@ -62,7 +62,31 @@ After the main screen of the app appears, select any of the activated levels and
62
62
63
63
# For More Information
64
64
65
-
The game is developed in Kivy. To get started with Kivy, check the following resources:
65
+
The game is developed in Kivy and the agent is created using the genetic algorithm. To get started with Kivy, check the following resources:
66
+
67
+
## Tutorial: [Introduction to Optimization with Genetic Algorithm](https://towardsdatascience.com/introduction-to-optimization-with-genetic-algorithm-2f5001d9964b)
68
+
69
+
A brief introduction about evolutionary algorithms (EAs) and describes the genetic algorithm (GA) which is one of the simplest random-based EAs.
## Tutorial: [5 Genetic Algorithm Applications Using PyGAD](https://blog.paperspace.com/genetic-algorithm-applications-using-pygad)
74
+
75
+
This tutorial introduces PyGAD, an open-source Python library for implementing the genetic algorithm and training machine learning algorithms and how to use PyGAD to build 5 genetic algorithm applications.
## Book: [Practical Computer Vision Applications Using Deep Learning with CNNs](https://www.amazon.com/Practical-Computer-Vision-Applications-Learning/dp/1484241665)
86
+
87
+
Besides being a beginner's guide to deep learning for computer vision, the book titled [Practical Computer Vision Applications Using Deep Learning with CNNs](https://www.amazon.com/Practical-Computer-Vision-Applications-Learning/dp/1484241665) discusses how the genetic algorithm work in addition to building implementation in Python using NumPy. The book also discusses the non-dominated sorting genetic algorithm.
## Tutorial: [Python for Android: Start Building Kivy Cross-Platform Applications](https://www.linkedin.com/pulse/python-android-start-building-kivy-cross-platform-applications-gad)
0 commit comments