Artificial Intelligence: Path Finding Algorithms
Learn and implement the main artificial intelligence algorithms for pathfinding in grids, graphs, and trees. Perfect for developers and AI enthusiasts.
What you’ll learn
- The depth-first algorithm (DFS) and its implementation
- The breadth-first algorithm (BFS) and its implementation
- The A* search algorithm and its implementation
- Artificial intelligence in robotics and video games
- Tree traversal
- Graph traversal
- Python, through practice
- Data structures, through practice
In this course, we will discover and implement three main artificial intelligence algorithms for finding paths in grids, graphs or trees.
We will implement:
The depth-first-first algorithm (DFS)
The breadth-first algorithm (BFS)
The A* search algorithm
We will apply these different algorithms to a robotics problem, enabling a robot to find its path in a room. Beyond robotics, these algorithms are ubiquitous and we will implement them in a generic way, allowing you to apply them to other problems.
This course is taught using the Python programming language and requires basic programming skills. If you do not have the required knowledge, I recommend that you brush up on your programming skills by taking a crash course in programming. Although Python is used, we will implement the various algorithms from scratch, which will allow you to easily implement them in other programming languages.
This course is primarily aimed at students, researchers, and developers who would like to add artificial intelligence to their projects, as well as artificial intelligence enthusiasts.
Concepts covered:
The depth-first-first algorithm (DFS) and its implementation
The breadth-first algorithm (BFS) and its implementation
The A* path search algorithm and its implementation
Artificial intelligence in robotics and video games
Tree traversal (depth and width)
Graph traversal
Don’t wait any longer before jumping into the world of artificial intelligence!
Who this course is for:
- Those who are interested in artificial intelligence
- Developers who want to introduce artificial intelligence into their projects
- Those who want to implement the main pathfinding algorithms
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