Artificial Intelligence MQF LEVEL
6
STMARTINS.EDU/COMPUTING
TOTAL CREDITS: 7ECTS
This unit follows on the second year unit Introduction to Intelligent Systems, giving learners a broader view of Artificial Intelligence, in terms of concepts and algorithms used to provide agents with learning capabilities. The unit introduces other subfields of AI, including planning, probabilistic logic representation and reasoning, and philosophical aspects. Learners will be exposed to advanced logic reasoning involving probabilistic inferences, along with typical machine learning algorithms and other intelligent-behaving systems. At the end of this unit the student will have acquired the responsibility and autonomy to: — decide and apply the right approaches and tools to solve a given problem; — determine the type of logic environment needed to support a given situation and apply the correct reasoning patterns accordingly; — define a search as a planning problem; — apply intelligent-behaving systems to a given problem. The assessment for this unit will be computed using the following weighting system: — 40% Assessed Coursework — 60% Examinations
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