Learning Notes
Learning
The process of acquiring new and relatively enduring information or behaviors due to experience
Association
Our minds naturally connect ents that occur in sequence
Operate subtly
Red pen = errors + mistakes
More likely to vote in support of taxes to aid education when = you are in a school
Feed our habitual behavior
Magic number = 66 days
Exercise = 75-80 days
Patients need to select a new behavior rather than give up an existing behavior
It's not possible to form a habit by not doing something
Variation is incompatible with development of automaticity.
Non-Associative Learning
Habituation – an organism’s decreasing response to a stimulus with repeated exposure to it.
(Not sensory adaptation – rather a form of learning)
Even if stimulus changes we still have reduced sensitivity – ex. Friend yelling “Boo”
Living near a train track
Rat flinching
Associative Learning
Learning that certain events occur together. The events may be two stimuli (as in classical conditioning) or a response and its consequences (as in operant conditioning).
Necessary for survival – predicting immediate future
Examples include
Classical Conditioning
Operant Conditioning = Instrumental Learning
Observational Learning
Principles of Classical Conditioning
Behaviorism- An approach to psychology that emphasizes the study of observable behavior and the role of the environment as a determinant of behavior.
“Its (science of psychology) theoretical goal is the prediction and control of behavior” (Watson)
Conditioning
association between environmental stimuli and the organism's responses
The process by which a previously neutral stimulus acquires the capacity to elicit a response through association with a stimulus that already elicits a similar or related response.
Important Terminology
Unconditioned stimulus (US)
a stimulus that unconditionally (naturally) triggers a response (UR) ex. A puff of air to the eye
Unconditioned response (UR)
an unlearned, naturally occurring response to an unconditioned stimulus (US) – ex. Blinking
Would every member of a species exhibit the behavior from birth?
Neutral Stimulus (NS)
a stimulus that elicits no response
Conditioned Stimulus (CS)
Originally a neutral stimulus (NS) that, after association with an unconditioned stimulus (US) comes to trigger a conditioned response (CR)
Conditioned Response (CR)
a learned response to a previously (NS) but now conditioned stimulus (CS)
Acquisition- in CC
the initial stage, when one links a NS with a US to that the NS triggers the CR
Pavlov’s Study
Bell needs to come before food
Timing Matters for Acquisition
Delayed Conditioning:
present CS, while CS is still there, present UCS. (overlap) - best when .5-1 second
Trace Conditioning:
present CS, short break, then present UCS. Not great - Shorter breaks are better
Simultaneous Conditioning:
CS and UCS are presented at the same time. Not very effective
Backward Conditioning:
UCS is presented, then CS is presented. Not very effective
Higher-Order Conditioning
A neutral stimulus can become a conditioned stimulus (CS) by being paired with an existing conditioned stimulus (CS).
Extinction
The weakening and eventual disappearance of a learned response.
In classical conditioning, it occurs when the conditioned stimulus is no longer paired with the unconditioned stimulus.
After extinction, sometime spontaneous recovery can happen
Spontaneous Recovery only happens after extinction occurs
Happens without reintroducing the US
Response is weaker ( less salivation for Pavlov’s dogs)
Example – Car Accident
Stimulus Generalization
In classical conditioning, occurs when a new stimulus that resembles the conditioned stimulus, elicits the conditioned response.
If the CS (spider) elicits a CR (fear) other bugs or even toy spiders could begin to elicit the CR
Stimulus DIscrimination
The tendency to respond differently to two or more similar stimuli.
In classical conditioning, it occurs when a stimulus similar to the conditioned stimulus (CS) fails to evoke a conditioned response (CR).
What is the value of such discrimination?
This is! But this is not
Pavlov’s Legacy
Classical conditioning is one way that virtually all organisms learn to adapt to their environment. (Not just bells, not just salivation, and not just dogs)
Pavlov showed us how a process such as learning can be studied objectively
Practical Applications
Drug rehab – Advice when leaving facility
Lupus – immune system conditioning
Unlearning Fear
Counterconditioning.
The process of pairing a conditioned stimulus with a stimulus that elicits a response that is incompatible with an unwanted conditioned response.
Another child’s fear of rabbits was removed by pairing the stimulus which elicited fear with a stimulus that elicited happiness.
Operant Conditioning
The process by which a response becomes more or less likely to occur depending on its consequences.
Edward Thorndike
Law of Effect - that any behavior that is followed by pleasant consequences is likely to be repeated, and any behavior followed by unpleasant consequences is likely to be stopped.
Consequences of Behavior
A neutral consequence neither increases or decreases the probability that the response will recur.
Reinforcement strengthens the response or makes it more likely to recur.
Punishment weakens a response or makes it less likely to recur.
Reinforcement
A stimulus strengthens or increases the probability of the response that it follows.
Primary reinforcers are inherently reinforcing and typically satisfy a physiological need. (food, water, sleep, sex, comfort)
Secondary reinforcers are stimuli that have acquired reinforcing properties through associations with other reinforcers. (money, tokens, grades, praise)
Types of Reinforcement
Positive reinforcement
when a pleasant consequence follows a response, making the response more likely to occur again.
Negative reinforcement
when a response is followed by the removal of something unpleasant, making the response more likely to occur again.
Punishment
The process by which a stimulus or even weakens or reduces the probability of the response that it follows.
Primary punisher
Something that is inherently punishing such as electric shock
Secondary punisher
A stimulus that has acquired punishing properties through an association with other punishers.
Immediate vs. Delayed
Immediate
given immediately after desired behavior
More effective
Delayed
given after a period of time following a desired behavior.
Less effective
Example:
Problems with Physical Punishments
Punished behavior is suppressed, not forgotten - this also negatively reinforces parents punishing behavior.
Punishment teaches discrimination among situations (ex. cursing)
Punishment can teach fear - (generalization) 33 countries outlaw corporal punishment
Observational learning = might increase aggressive behavior.
The Skinner Box
Principles of Operant Conditioning
Extinction
In operant conditioning, it occurs when a response is no longer followed by a reinforcer.
Stimulus generalization
Stimuli that are similar to the original stimulus are more likely to trigger a response.
Stimulus discrimination
The tendency of a response to occur in the presence of one stimulus but not another.
Common Principles with Classical COnditioning
Stimulus generalization
Stimulus discrimination
Acquisition
Extinction
Spontaneous recovery
Schedules of Reinforcement
Continuous
A particular response is always reinforced.
Intermittent (Partial)
A particular response is sometimes but not always reinforced.
Partial Reinforcement
Simple reinforcement schedules produce characteristic response patterns
Steeper lines mean higher response rates
Ratio schedules produce higher response rates than interval schedules
Shaping
To teach complex behaviors, we may need to reinforce successive approximations of a desired response.
For example, training animals, getting children to make their beds.
Chaining
Used to establish a specific sequence of behaviors by initially positively reinforcing each behavior in a desired sequence and then later rewarding only the completed sequence.
Ex.: Dog riding a bike, Pigeons playing ping pong
Application if Operant Conditioning
Skinner introduced the concept of teaching machines that would shape learning in small steps and provide reinforcements for correct responses.
Reinforcement principles can enhance athletic performance.
Reinforcers affect productivity. Many companies now enable employees to share profits and participate in company ownership.
reward specific achievement
immediate if possible
ex. IBM (Watson)
In children reinforcing (good) behaviors increase their occurrence. Ignoring unwanted behaviors decreases their occurrence.
This is tricky for teachers and the students who tend to have behavioral problems. What may seem to be a punishment (scolding the student) may actually be a reinforcement (paying attention to the student)
Fixed Ratio
Example:
For every dandelion you pick you get a penny
Set # of times
Advantage: high response rate, more resilient to extinction
DIsadvantage: overkill, exhausted because you've done it so many time
Variable Ratio
Example
# of times you ring the doorbell before someone opens it
Gambling
Sales (cold calling)
Advantage: high response rate, more resilient to extinction
Disadvantage: brief pause after response and exhaustion
Fixed Interval
Example
Salary
Advantage: you know exactly when it's happening, very predictable
Disadvantage: least frequency of target behaviors, least response
Suspension bridge
Variable Interval
Advantage: very resistant to extinction
Disadvantage: moderate response rate, not best for teaching new behaviors bc its unpredictable
Self Improvement
State your goal in measurable terms and announce it
Monitor how often you engage in your desired behavior.
Reinforce the desired behavior.
Reduce the reward gradually
Behavior
Behvator only care about the result
Though they could shape behavior through rewards or punishments
Biological Constraints on Conditioning
Biological Influences:
Genetic predispositions
Unconditioned response
Adaptive redone
Social-cultural Influences:
Culturally learned preferences
Motivation affected by presence of others
Psychological influences:
Previous experiences
Predictability of associations
Generalization
Discrimination
Biological Constraints on Conditioning
Limits on Classical Conditioning
John Garcia
If sickened hours later the rats avoided the novel flavor --- defied the US must immediately follow CS
Developed aversions to taste but not sounds or sights ( Taste Aversion)
Biologically primed associations
Natural Selection - color red
A genetic predisposition to associate a CS with a US that follows predictably and immediately is adaptive
Limits on Operant Conditioning
Tendency for conditioning to be hindered by natural instincts.
Raccoon Study (Keller and Marian Breland)
Taught raccoons to put coin in box
Food was reinforcer
Two coins brought out instincts --(Instinctive Drift)
Cognition’s Influence on Conditioning Cognitive Processes(thoughts, perceptions, expectations)
Predictability of an event (Rescorla & Wagner) ( Tone---Shock = fear) Tone & Light --- (Light) didn’t evoke fear.
Expectancy – an awareness of how likely it is that the US will occur
Provide 3 other examples that “Cognition” matters
Alcohol treatment = nausea spiked drinks
Fixed interval schedule - behavior increases as
Skinner’s Legacy
Skinner argued that behaviors were shaped by external influences and not inner thoughts and feelings. Critics argued that Skinner dehumanized people by neglecting their free will.
Cognition in Conditioning
Evidence of cognitive processes during learning comes from rats during maze exploration.
Navigate without an obvious reward.
Rats seem to develop cognitive maps
Mental representation of the layout of the maze (environment).
Based on latent learning which becomes apparent when incentive is given (Tolman & Honzik, 1930)
Cognition in Conditioning: Motivation
Intrinsic Motivation: The desire to perform a behavior for its own sake. Ex.
Extrinsic Motivation: The desire to perform a behavior due to promised rewards or threats of punishments.
Overjustification Effect: When intrinsic motivation is rewarded extrinsically. The behavior will decrease after the reward is taken away.
Ex. – Cranky old man
Cognition in Conditioning: Insight
One type of learning that is not determined by classical or operant conditioning occurs when we suddenly find the solution to a problem, as if the idea just popped into our head.
AHA moment
Wolfgang Köhler
Gestalt Psychology
Learning and Personal Control
Coping - alleviating stress using emotional, cognitive, or behavioral methods.
Problem-focused coping - attempting to alleviate stress directly – by changing the stressor or the way we interact with that stressor. -- used when we feel control
Emotion-focused coping - attempting to alleviate stress by avoiding or ignoring a stressor and attending to emotional needs related to one’s stress reaction. - used when we feel less control
Learning and Personal Control: Learned Helplessness
Learned Helplessness - the hopelessness and passive resignation an animal or human learns when unable to avoid repeated aversive events.
External locus of control - the perception that chance or outside forces beyond our personal control determine our fate.
Internal locus of control - the perception that you control your own fate.
Depleting and Strengthening Self-Control
Self-control - the ability to control impulses and delay short-term gratification for greater long-term rewards.
Walter Mischel’s Marshmallow Study – correlational study
Learned Optimism - the idea that a talent for joy, like any other, can be learned. It is contrasted with learned helplessness.
Glass half full vs glass half empty
Observational learning
Observational Learning and people
Vicarious Learning
Modeling Requirements
Antisocial/Prosocial behaviors
Imitation Onset
Learning by observation comes about early in life.
Bandura's Experiments
Bandura's Bobo doll study (1961) indicated that individuals (children) learn through imitating others who receive reward and punishments.
Coined phrase “social learning theory”
Bobo Doll Experiment
Vicarious Learning
Learning by seeing the consequences of another person’s behavior
The other person “models” the behavior, and the learner will watch to see if the model is reinforced or punished (vicarious reinforcement or punishment)
Mirror Neurons
Neuroscientist have discovered (mirror) neurons in the brain of animals and humans that activate during observational learning.
Mirrors and Imitation in the Brain
Cognitive imitation
Modeling Requiremnets
Bandura suggests four requirements for effective modeling to occur:
Attention
Retention
Ability to reproduce the behavior
Motivation
Learner must believe they can successfully carry out the behavior and control the outcome---Self-efficacy
a person’s belief in his or her ability to succeed in a particular situation. Bandura described these beliefs as determinants of how people think, behave, and feel
Antisocial/Prosocial Behavior
Antisocial behavior - negative, destructive unhelpful behavior
Prosocial behavior – positive, constructive, helpful behavior
Both types of behavior can be modeled effectively.
Positive Observational Learning
The good news is that prosocial (positive, helpful) models can have prosocial effects.
Applications of Observational Learning
Bad news from Bandura’s studies is that antisocial models (family, neighborhood or TV) may have antisocial effects.
Modeling Violence
Research has shown that viewing media violence does lead to increased expression of aggression.
Television and Observational Learning
Gentile et al., (2004) showed that elementary school going children who were exposed to violent television, videos and video games expressed increased aggression.