RUSSELL, S., Artificial Intelligence: A Modern Approach. England, 2015.
NAGY, Z., Artificial Intelligence and Machine Learning Fundamentals, Packt Publishing, 2018.
KREUTZER, R.T., SIRRENBERG, M., Understanding Artificial Intelligence, Springer, 2020.
Artificial intelligence and biology inspired methods
| Type of study | Follow-up Master |
|---|---|
| Language of instruction | English |
| Code | 653-3175/02 |
| Abbreviation | UIBIM |
| Course title | Artificial intelligence and biology inspired methods |
| Credits | 4 |
| Coordinating department | Department of Materials Engineering and Recycling |
| Course coordinator | doc. Dr. Mgr. Kamil Postava |
Osnova předmětu
1. Introduction to artificial intelligence.
2. Problem solving and state space search.
3. Expert systems.
4. Multiagent systems.
5. Artificial life.
6. Deterministic chaos and fractals.
7. Robotics.
8. Unconventional approaches in AI.
9. Application of artificial intelligence methods.
10. Modern trends in AI 1.
11. Modern trends in AI 2.
2. Problem solving and state space search.
3. Expert systems.
4. Multiagent systems.
5. Artificial life.
6. Deterministic chaos and fractals.
7. Robotics.
8. Unconventional approaches in AI.
9. Application of artificial intelligence methods.
10. Modern trends in AI 1.
11. Modern trends in AI 2.
Povinná literatura
Doporučená literatura
KAPLAN, J. Artificial Intelligence: What Everyone Needs to Know. England, 2016.
KIM, P. MATLAB deep learning: With mashine learning, neural networks and artificial intelligence, Apress, 2017.
KIM, P. MATLAB deep learning: With mashine learning, neural networks and artificial intelligence, Apress, 2017.