People Innovation Excellence


Learning Outcomes:

On successful completion of this course, student will be able to: Describe what is AI and identify concept of intelligent agent; Explain various intelligent search algorithms to solve the problems; Explain how to use knowledge representation in reasoning purpose; Demonstrate how to achieve a goal through a sequence of actions called planning; Apply various techniques to an agent when acting under certainty; Apply how to process natural language and other perceptual signs in order that an agent can interact intelligently with the world.


  1. Introduction of Artificial Intelligence;
  2. Uninformed Search Strategies;
  3. Informed Search Strategies;
  4. Local Search Algorithm & Optimization Problem;
  5. Adversarial Search;
  6. Constraint Satisfaction Problems;
  7. Logical Agent;
  8. First Order Logic & Inference in FOL I;
  9. First Order Logic & Inference in FOL II;
  10. Classical Planning;
  11. Planning and Acting in the Real World;
  12. Knowledge Representation;
  13. Quantifying Uncertainty;
  14. Probabilistic Reasoning;
  15. Probabilistic Reasoning over time;
  16. Making Simple Decisions;
  17. Making Complex Decisions;
  18. Learning from Examples I;
  19. Learning from Examples II;
  20. Knowledge in Learning;
  21. Learning Probabilistic Models;
  22. Reinforcement Learning;
  23. Natural Language Processing;
  24. Natural Language for Communication;
  25. Perception;
  26. Robotics.

Published at : Updated

Periksa Browser Anda

Check Your Browser

Situs ini tidak lagi mendukung penggunaan browser dengan teknologi tertinggal.

Apabila Anda melihat pesan ini, berarti Anda masih menggunakan browser Internet Explorer seri 8 / 7 / 6 / ...

Sebagai informasi, browser yang anda gunakan ini tidaklah aman dan tidak dapat menampilkan teknologi CSS terakhir yang dapat membuat sebuah situs tampil lebih baik. Bahkan Microsoft sebagai pembuatnya, telah merekomendasikan agar menggunakan browser yang lebih modern.

Untuk tampilan yang lebih baik, gunakan salah satu browser berikut. Download dan Install, seluruhnya gratis untuk digunakan.

We're Moving Forward.

This Site Is No Longer Supporting Out-of Date Browser.

If you are viewing this message, it means that you are currently using Internet Explorer 8 / 7 / 6 / below to access this site. FYI, it is unsafe and unable to render the latest CSS improvements. Even Microsoft, its creator, wants you to install more modern browser.

Best viewed with one of these browser instead. It is totally free.

  1. Google Chrome
  2. Mozilla Firefox
  3. Opera
  4. Internet Explorer 9