1.4 Knowledge Representation
Definition 1.9
Knowledge-representation is afield of artificial
intelligence that focuses on designing computer representations that capture
information about the world that can be used for solving complex
problems
?
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semantic nets systems architecture
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1.5 automated reasoning
frames
rules
ontologies
1.5 automated reasoning
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Definition 1.10
Automated reasoning is the area ofcomputer science that
is apply logical reasoning in computing systems. If given a set of assumptions
and a goal, an automated reasoning system would be able to make logical
inferences towards that goal automatically.
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Note Automated reasoning is considered to
be a sub-field ofartificial intelligence (AI). yet the methods and
implementation of both are unique enough. For example, AI typically uses a type
logic called modal logic, which uses classical logic while also expressing
modality (possibilities or impossibilities). The phrase AI also has
connotations denoting a computer which works like a person, which opposes how
automated reasoning works.
1.6 robotics
Definition 1.11
Robotics is a branch of AI, composed of Computer
Science,Electrical Engineering, and Mechanical Engineering,used for
designing,building , and application of intelligent robots [16].
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1.6.1 Aspects of robotics:
Robots have mechanical construction, form, or shape designed
to accomplish the task designed for.
Robots have electrical components which have the role of
powering and controlling the machinery. They contain some level of computer
program that determines what, when and how a robot does something.
1.7 Conclusion
in this chapter we introduced some of the concepts and tools
to use in this project,we will use CNN as a discriminator for the final
model,expanding on this ideas was necessary in the process of creating an
understanding of why artificial intelligence and why CNN exactly,next we will
bring up the Generative adversarial network,and try to give an intuition of how
it works.
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Generative Modeling
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