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Artificial Intelligence
Engineering & Social Sciences Program
Madrid, Spain
Dates: 1/18/24 - 6/5/24
Artificial Intelligence
OVERVIEW
CEA CAPA Partner Institution: Universidad Carlos III de Madrid
Location: Madrid, Spain
Primary Subject Area: Computer Engineering
Instruction in: English
Course Code: 17306/18268
Transcript Source: Partner Institution
Course Details: Level 200
Recommended Semester Credits: 3
Contact Hours: 42
Prerequisites: Mathematics and Statistics
DESCRIPTION
1. An Introduction of AI
2. Production Systems
3. Search
a. Introduction
b. Uninformed Search
c. Heuristic Search
4. Uncertainty
a. Probability calculus
b. Bayesian calculus. Bayes theorem. Bayesian inference. Bayesian Networks
c. Markov based models. Markov chains. Markov models. Hidden Markov Models. Markov Decision Processes (MDP). Partially observable MDPs (POMDP).
d. Fuzzy logic
5. Robotics
6. Applied Artificial Intelligence
2. Production Systems
3. Search
a. Introduction
b. Uninformed Search
c. Heuristic Search
4. Uncertainty
a. Probability calculus
b. Bayesian calculus. Bayes theorem. Bayesian inference. Bayesian Networks
c. Markov based models. Markov chains. Markov models. Hidden Markov Models. Markov Decision Processes (MDP). Partially observable MDPs (POMDP).
d. Fuzzy logic
5. Robotics
6. Applied Artificial Intelligence