This track is focused on intelligent methods and techniques for (autonomous) systems that interpret sensory information of different modalities and use that information to generate intelligent and goal-directed behaviour. Intelligent methods and techniques are of vital importance of any intelligent autonomous system, which perceives and acts. This includes the formalization, generalization and learning of goal-directed behaviour in autonomous systems such as autonomous vehicles, robots, or visual servoing systems. Further, this programme focuses on methodologies to create intelligent multimedia-information systems to access and classify multimodal information such as the retrieval/search of documents/images/videos, data mining, and intelligent agents on the Internet. Main topics are machine learning, computer vision, robots and autonomous systems, multi-agent systems.
Besides the core curriculum the following courses are offered in the Intelligent systems track:
* Autonomous Agents and Multi-Agent Systems (track course) * Computer Vision (track course) * Machine Learning: Principles and Methods * Advanced Information Retrieval * Web Text Mining
Minimum bachelor degree
Recipient: University of Amsterdam
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