developmental psychology study of psychological changes that occur in human beings as they age...
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Developmental Psychology
Study of psychological changes that occur in human beings as they age
Originally concerned with infants and children Also includes adolescence and more recently, Aging Studies change across a broad range of topics
Motor skills Problem solving abilities Conceptual understanding Acquisition of language Moral understanding Identity formation
Developmental Psychology
Key questions
Do children think in a different way to adults Or do they simply lack the experience of adults?
Is development gradual - accumulation of knowledge Or does it take big jumps - step from one way of thinking to another?
Are children born with innate knowledge Or do they figure things out through experience?
Is development driven by the social context Or by something inside each child?
Developmental Psychology
A number of areas can be studied in Developmental Psychology
Example: educational psychology, social psychology We focus on Cognitive Development
(We are cognitivists) Focus on Piaget’s theory
Why is it interesting for AI? As early as 1950 Turing proposed
Build a child AI, rather than an adult Teach it what it needs to know Why build a child? Easier than adult because he knows less
Jean Piaget Born in Neuchâtel, Switzerland,
on August 9, 1896 Took an early interest in nature,
especially the collecting of shells Became interested in
Biological Adaptation …Led to interest in human intelligence and knowledge
surely the highest form of biological adaptation
Genetic Epistemology
Genetic doesn’t mean Genetic AlgorithmGenetic means studying the origin
Where it comes from
Epistemology means “theory of knowledge”
So Genetic Epistemology is A theory of where knowledge comes from
What Is It About?
Genetic Epistemology
Highest form of biological adaptation
What Is It About?
The first thing Piaget noticed:
Children’s way of thinking is really different to adults
Piaget’s Observations
Because there’s a gas inside, when there’s a lot of gas it’s heavy, it’s very strong and then it flies.
A
Why does a helium balloon go up?Q
Why does a large boat float?QWhy does a small pebble sink to the bottom?But a small chip of wood floats…Q
Why does a large piece of wood float?Q
Piaget noticed:
Children’s way of thinking is really different to adults But he also noticed something in common
When they have a contradiction… Gradually they change their world model Come up with a new way to explain what they see They are creative in conjecturing new models Just like a scientist discovering laws of physics
Key point: Children CONSTRUCT their own model of the world. Intelligence is about having a function that can
Take on board new data Construct a theory of the world which fits the data
Piaget’s Theory
Piaget
““Just as the main functions of the living Just as the main functions of the living being are identical in all organisms but being are identical in all organisms but
correspond to organs which are very correspond to organs which are very different in different groups, different in different groups,
so also between the child and the adult a so also between the child and the adult a continuous creation of varied structures continuous creation of varied structures
may be observed may be observed although the main functions of thought although the main functions of thought
remain constant.”remain constant.”
Cognitive structuresContinuous creation
Cognitive functionsOrganise + Adapt
Invariant – nucleus in infant
Constructivism
Piaget’s Theory – How It Works
The progress of developmentVariable ages + much overlapold habits reappear
Show how little is known initially
Gain insight into functions used
Piaget’s Observations
Sucking and grasping reflexesRespond to stimuli
For play/practise
Reflex preserves itself by repeating
Schema: S-R-SStimulus-Response-Stimulus
In the beginning: Reflex ( 0 1 months )
Sucking and grasping reflexesRespond to stimuli
For play/practise
Reflex preserves itself by repeating
DevelopmentSearch improves
Accommodates to new objects
Discerns stimuli for special modes
Sign recognition improves
In the beginning: Reflex ( 0 1 months )
Thumb suckingGrasping:
1. Reflex, with interest2. Grab object and suck hand3. Carry object to mouth4. Grab object when in view
Suddenly realise hand and vision are in the same world5. Intentional motion of hand
Circular Reactions ( 1 4 months )
Repeat interesting spectacle
Interrupted grabbing
Reconstruct whole from visible part
But does not retrieve if completely hidden
Remove obstacles to perception
Objects have no other side
Image at disposal of action
Bridge: actions dissociated from end result
Repeating Discoveries ( 4 8 months )
Explore object properties
Chain actions to achieve goal
Intention; find means; apply actions
Objects have other side
Search for vanished objectsA not B error
Failure to modify action
Bridge: dropping objects
Intelligent Coordination ( 8 12 months )
Adjust actions using feedbackStick
Support
Really trying to understand the world
Succeeds on A not B
Fails covert displacements
Limited construction of reality
Experimentation ( 12 18 months )
Planning becomes covertCombining action sequences
Experimentation
Succeeds in covert displacements
Imitation to represent
Difficulty old magic forms reappear
Representation ( 18 24 months )
Play and Imitation
Fails seriation tasks
Does not know conservation
Language - preconcepts
Transduction instead of induction/deduction
Preoperational (2-7)
Because there’s a gas inside, when there’s a lot of gas it’s heavy, it’s very strong and then it flies.
AWhy does a helium balloon go up?Q
Knows conservation
Can manipulate concrete objects mentally
Cannot manipulate abstract relationsEdith fairer Lily; Edith darker Susan
Cannot accept assumptions
Concrete Operational (7-11)
Formal Operational (11+)
Can manipulate abstract relations
Can entertain non-concrete hypotheses
Incremental construction
Repeating work on a new plane
Implicit representation of concepts
Only pay attention to what makes sense
Development driven by conflict
General Themes
Piaget
““Every time we teach a child something, Every time we teach a child something, we keep him from inventing it himself.”we keep him from inventing it himself.”
Commonsense is Not Intelligence
Not sufficientStructure not function
Not necessaryFunction can build structure
Comparison with Darwin Darwin looked at all the various forms of life and asked
where did they come from?
He saw a common mechanism… which could have given rise to all the varieties of life we see today.
Many complex forms of life… could evolve out of very simple forms of life by a relatively simple mechanism
Piaget looked at all the various forms of mental activity in humans of all ages saw a common mechanism which could have given rise to them all
Complexities of adult human mind… could grow out simple forms in infant’s mind a relatively simple set of innate structures and functions.
Darwin was concerned with the origin of species Piaget was concerned with the origin of mind
Criticisms of Piaget’s Theory Some people contradict Piaget’s theory
But beware! They lie!
Considerable controversy in the field Results to corroborate Piaget’s theory And results to contradict his theory And results to contradict the contradictions And …
Psychology has a lot of conflicting results A science in its infancy, just over 100 years old (Compare Physics)
Course Overview What is AI?
What are the Major Challenges?
What are the Main Techniques?
Where are we failing, and why?
Step back and look at the Science
Step back and look at the History of AI
What are the Major Schools of Thought?
What of the Future?
Looking at the Science Engineering vs. Science Introduction to Cognitive Science Cognitive Psychology 1 Cognitive Psychology 2 Cognitive Development Linguistics Neuroscience Philosophy