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KR APPLICATION - Coggle Diagram
KR APPLICATION
Scientific Discovery
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Advancing healthcare
We will be able to address the challenges of personalized medicine, using knowledge representation and reasoning to develop personalized treatment plans, identify individuals with similar rare diseases, leverage data from tests, literature and common practice
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Robotics, sensors, computer vision
Household robots
There are three major challenges for operating in a domain where, for example, a household robot operates: a mixed continuous- discrete state space, the dimensionality of which is unbounded, substantial uncertainty about the current state of the world and about the effects of actions, and very long time-horizons for planning.
There are three critical areas: methods for representing knowledge, methods for updating the robot’s internal knowledge representation based on percepts and actions (belief-state update), and methods for planning, execution, and execution monitoring (action selection)
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Why KR?
Reasoning
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Reasoning about actions and objects in the outside world (robotics, computer vision)
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