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Autonomous Systems CREATIVITYin
Dr. Sarah Shuchi, Postdoctoral Fellow
FOSTERING
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Creativity
Creativity is not just for artists, musicians, writers,
and designers. Creativity enters into virtually every
aspect of life.
‘Ability to genrate ideas or concepts that are novel, valuable and surprising’
P-CREATIVITY Psychologically Creative
H-CREATIVITY Historically Creative
It can be learned, practised and developed by the use
of proven techniques.
Margaret Boden
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and CREATIVITY
Human Thinking Process
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Thinking process
The orginal ‘eureka!’ moment
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Decide What to do
Convergent thinking
Explore possibilities
Divergent thinking
Logical
Sequential
Analytical
Rational
Objective
Random
Intuitive
Holistic
Synthesizing
Picture: https://www.linkedin.com/pulse/left-brain-vs-right-hr-logical-creative-anya-chupryna
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What makes people Creative? Intelligence
Knowledge
Motivation
Environment
Curi
osity
Inspiration
Challenge Thin
king
out
side
of t
he b
ox
Expertise
latent inhibition
Lear
ning
pro
cess
Socio-cultural
Love of experimentation
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CREATIVITY
Computational
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Computational Creativity A multidisciplinary endeavour that is located at the intersection of the
fields of artificial intelligence, cognitive psychology, philosophy and arts.
Model, Simulate or Replicate creativity using a
computer.
Design a program that can enhance human creativity
without necessarily being creative themselves.
Construct a program or computer capable of human-level
creativity.
Formulate algorithmic perspective on human creative
behaviour.
Goal
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Computational Creativity
Generative art system AARON
Music, Film, Visual Art, TV, aged care, food
IBM - Culinary recipes
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Social robot
Biometric robot MiRo
What makes Creative Machine?
Data processing
Cognitive thinking Computational ability
Auto
mat
ion
Biomimicry
Self replicate
Neural network
Arti
ficia
l Int
ellig
ence
Algorithm
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Challenges Identified
Fostering richness and subtlety of human thought
Formalisation of creativity in automation
Evaluating creative systems
Cognitive thinking, curiosity and intrinsic motivation
Identify drivers, tools and mechanism
Characterisation and benchmark of creativity
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Thanks For Listening!
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