Cognitive Robotics & Applications is a session done at RichBots seminar. It explains some basic concepts of Cognitive Robotics and some real world projects done related to robotics and embedded systems.
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Cognitive Robotics is a subfield of robotics concerned
with endowing a robot with intelligent behavior by
providing it with a processing architecture that will
allow it to learn and reason about how to behave in
response to complex goals in a complex world.
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How do we endow a robot with an intelligent behavior?
By studying the biological foundations of the nature
itself. (The most common method)
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A paradigm is a pattern or model in general terms.
A robotic paradigm is a mental model of how a robot
operates. It describes how the sensory data is
processed and distributed.
Three key elements: sensing, planning, acting
What is a paradigm?
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In Cognitive Robotics, we can discuss 3 main
paradigms:
● Hierarchical Paradigm
● Reactive Paradigm
● Hybrid Paradigm
What is a paradigm cont.
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In hierarchical paradigm, the robot will sense, then
process the data and plan the actions, and finally will
act accordingly.
Hierarchical Paradigm