CAIDA's Scientific Focus

CAIDA is UBC's main AI research organization. It consists of 83 professors and their research associates, spanning 24 departments/schools/institutes/etc. The Centre's focus is the development, analysis, and application of AI systems for decision-making and action, enabled by core AI technologies such as machine learning and automated reasoning. It is part of the Institute for Computing, Information and Cognitive Systems (ICICS).

 

 

 

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Background

Research

 

 

Artificial Intelligence (AI) is experiencing a period of rapid growth, with the potential for profound impacts on the economy and society at large. The current AI revolution is fueled, in large part, by machine learning. Notably, deep learning has made enormous recent progress on perception tasks from speech recognition to image understanding to biometric security. However, even if machine learning worked as well as it possibly could, AI would not be “solved”. Given a reliable predictive model of a system, one inevitably wants to use this model as a basis for decision-making: that is, for taking action.

 

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