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LEARNING LEARNING

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Lecture on Learning by Ms. Raheela Tariq at FAST-NUCES

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Page 1: Learning

LEARNINGLEARNING

Page 2: Learning

DEFINATIONS OF LEARNINGDEFINATIONS OF LEARNING• LearningLearning is acquiring new is acquiring new knowledgeknowledge, ,

behaviorsbehaviors, , skillsskills, , valuesvalues, , preferencespreferences or or understandingunderstanding, and may involve , and may involve synthesizing different types of synthesizing different types of informationinformation. .

(From Wikipedia)(From Wikipedia)

. Learning . Learning is a relatively permanent is a relatively permanent change in behavior brought about by change in behavior brought about by experience.experience.

(From Feldman)(From Feldman)

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Types Of LearningTypes Of Learning

• Trial ErrorTrial Error

• InsightInsight

• Imitation or Observation (Albert Imitation or Observation (Albert Bendoura)Bendoura)

• Cognitive (E.C. Tolman)Cognitive (E.C. Tolman)

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• Different possible configurations are Different possible configurations are generated, after a test of their "generated, after a test of their "fitnessfitness", the ", the good ones are retained, and the bad ones good ones are retained, and the bad ones or "errors" are eliminated.or "errors" are eliminated.

• Trial error or trial by error is a general Trial error or trial by error is a general

method Of method Of problem solvingproblem solving for for

obtaining obtaining knowledgeknowledge, both , both propositional propositional

knowledgeknowledge and to and to know how.know how.

Trail Error (Thorndike)Trail Error (Thorndike)

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The most characteristic form of The most characteristic form of learning of both lower animals and learning of both lower animals and man was identified by Thorndike as man was identified by Thorndike as trial and error learning. A trial is trial and error learning. A trial is defined as the length of time , a defined as the length of time , a number of errors involved in single number of errors involved in single reaching of the goal.reaching of the goal.

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. Insight learning. Insight learning is a type of learning is a type of learning or problem solving that happens all-of-a-or problem solving that happens all-of-a-sudden through understanding the sudden through understanding the relationships various parts of a problem relationships various parts of a problem rather than through rather than through trial and errortrial and error..

. . A type of learning that uses A type of learning that uses reasonreason, , especially to form conclusions, especially to form conclusions, inferences, or judgments, to solve a inferences, or judgments, to solve a problem. problem.

InsightInsight

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KohlerKohler constructed a variety of problems for the constructed a variety of problems for thechimps, each of which involved obtaining foodchimps, each of which involved obtaining foodthat was not directly accessible. In the simplestthat was not directly accessible. In the simplesttask, food was put on the other side of a barrier.task, food was put on the other side of a barrier.Dogs and cats in previous experiments had Dogs and cats in previous experiments had faced the barrier in order to reach the food, faced the barrier in order to reach the food,

ratherratherthan moving away from the goal to circumventthan moving away from the goal to circumventthe barrier. The chimps, however, presented the barrier. The chimps, however, presented

withwithAn apparently analogous situation, set offAn apparently analogous situation, set offimmediately on the circuitous route to the food.immediately on the circuitous route to the food.

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Page 9: Learning

Imitation and Imitation and observation (Albert observation (Albert Bandura)Bandura)

Behaviorism, with its emphasis on experimental methods, focuses on variables we can observe, measure, and manipulate, and avoids whatever is subjective, internal, And unavailable -- i.e. mental. In the experimental method, the standard procedure is to manipulate one variable, and then measure its effects on another. All this boils down to a theory of personality that says that ”one’s environment causes one’s Behavior”.

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Cognitive (E.C. Tolman)Cognitive (E.C. Tolman)

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• "Cognitive learning is the result of "Cognitive learning is the result of listening, watching, touching or listening, watching, touching or experiencing.“experiencing.“

• Cognitive learning is a powerful Cognitive learning is a powerful mechanism that provides the means mechanism that provides the means of knowledge, and goes well beyond of knowledge, and goes well beyond simple imitation of others. simple imitation of others.

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ConditioningConditioning

• Classical ConditioningClassical Conditioning

• Operant Conditioning Operant Conditioning

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Classical Conditioning (Ivan Classical Conditioning (Ivan Pavlov)Pavlov)• Classical ConditioningClassical Conditioning (also (also PavlovianPavlovian or or Respondent Respondent

ConditioningConditioning) is a form of associative learning that was ) is a form of associative learning that was firstly demonstrated by Ivan Pavlov . The typical procedure firstly demonstrated by Ivan Pavlov . The typical procedure for inducing classical conditioning involves presentations for inducing classical conditioning involves presentations of a neutral stimulus along with a stimulus of some of a neutral stimulus along with a stimulus of some significance. The neutral stimulus could be any event that significance. The neutral stimulus could be any event that does not result in an overt behavioral response from the does not result in an overt behavioral response from the organism under investigation. Pavlov referred to this as a organism under investigation. Pavlov referred to this as a Conditioned Stimulus (CS)Conditioned Stimulus (CS). Conversely, presentation of the . Conversely, presentation of the significant stimulus necessarily evokes an innate, often significant stimulus necessarily evokes an innate, often reflexive, response. Pavlov called these the reflexive, response. Pavlov called these the Unconditioned Unconditioned Stimulus (US)Stimulus (US) and and Unconditioned Response (UR)Unconditioned Response (UR), , respectively. If the CS and the US are repeatedly paired, respectively. If the CS and the US are repeatedly paired, eventually the two stimuli become associated and the eventually the two stimuli become associated and the organism begins to produce a behavioral response to the organism begins to produce a behavioral response to the CS. Pavlov called this the CS. Pavlov called this the Conditioned Response (CR)Conditioned Response (CR). .

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• Stimuli & ResponsesStimuli & Responses

• AcquisitionAcquisition

• ExtinctionExtinction

• Spontaneous RecoverySpontaneous Recovery

• GeneralizationGeneralization

• DiscriminationDiscrimination

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ExtinctionExtinction

• A basic phenomenon of learning that A basic phenomenon of learning that occurs when previously conditioned occurs when previously conditioned response decreases in frequency and response decreases in frequency and eventually disappears. eventually disappears.

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Spontaneous RecoverySpontaneous Recovery

• The reemergence of an extinguished The reemergence of an extinguished conditioned response after a period conditioned response after a period of rest and with no further of rest and with no further conditioning.conditioning.

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GeneralizationGeneralization

• Tendency to respond to a stimulus Tendency to respond to a stimulus that is similar to but different from a that is similar to but different from a conditioned stimulus. conditioned stimulus.

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DiscriminationDiscrimination

• The ability to differentiate between The ability to differentiate between stimuli.stimuli.

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UnconditionalUnconditional

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In order to have classical or In order to have classical or respondent conditioning, there must respondent conditioning, there must exist a stimulus that will exist a stimulus that will automatically or reflexively elicit a automatically or reflexively elicit a specific responsespecific response. . This stimulus is This stimulus is called thecalled the Unconditioned StimulusUnconditioned Stimulus or UCS because there is no learning or UCS because there is no learning involved in connecting the stimulus involved in connecting the stimulus and responseand response . .

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During ConditioningDuring Conditioning

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During During conditioningconditioning, the neutral , the neutral stimulus will first be presented,stimulus will first be presented,followed by the unconditionedfollowed by the unconditionedstimulusstimulus. . Over time, the learner willOver time, the learner willdevelop an association betweendevelop an association betweenthese two stimuli these two stimuli ((ii..ee.., will learn to, will learn tomake a connection between the twomake a connection between the twostimuli)stimuli)

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After ConditioningAfter Conditioning

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After conditioning, the previously neutral or orienting After conditioning, the previously neutral or orienting stimulus will elicit the response previously only stimulus will elicit the response previously only

elicited by elicited by the unconditioned stimulusthe unconditioned stimulus. . The stimulus is now The stimulus is now

called acalled a conditioned stimulusconditioned stimulus because it will now elicit a because it will now elicit a

different different Response as a result of conditioning or learningResponse as a result of conditioning or learning. . The The response is now called aresponse is now called a conditioned response conditioned response

because because it is elicited by a stimulus as a result of learning.it is elicited by a stimulus as a result of learning.

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Operant Conditioning:Operant Conditioning: (B.F. Skinner) (B.F. Skinner)

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Page 27: Learning

• Skinner learned through experimentation Skinner learned through experimentation that behaviour can be conditioned by that behaviour can be conditioned by using both positive and negative using both positive and negative reinforcement. Positive reinforcement reinforcement. Positive reinforcement conditions the mouse to find the end of conditions the mouse to find the end of the maze in this illustration. The mouse is the maze in this illustration. The mouse is rewarded with food when it reaches the rewarded with food when it reaches the first turn in the maze (A). Once the first first turn in the maze (A). Once the first kind of behaviour becomes ingrained, the kind of behaviour becomes ingrained, the mouse is not rewarded until it makes the mouse is not rewarded until it makes the second turn (B). After many times through second turn (B). After many times through the maze, the mouse must reach the end the maze, the mouse must reach the end of the maze to receive its reward (C). of the maze to receive its reward (C).

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Page 29: Learning

THORNDIKETHORNDIKE

• Edward Thorndike attempted to develop an Edward Thorndike attempted to develop an objective experimental method for the objective experimental method for the mechanical problem solving ability of cats mechanical problem solving ability of cats and dogs. Thorndike devised a number of and dogs. Thorndike devised a number of wooden crates which required various wooden crates which required various combinations of latches, levers, strings and combinations of latches, levers, strings and treadles to open them. A dog or a cat would treadles to open them. A dog or a cat would be put in one of these 'puzzle-boxes' and, be put in one of these 'puzzle-boxes' and, sooner or later would manage to escape sooner or later would manage to escape from it. from it.

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• Operant conditioning can be defined as a type Operant conditioning can be defined as a type of learning in which voluntary (controllable; of learning in which voluntary (controllable; non-reflexive) behavior is strengthened if it is non-reflexive) behavior is strengthened if it is reinforced and weakened if it is punished (or reinforced and weakened if it is punished (or not reinforced).not reinforced).

For Example, to get an animal to learn how to press For Example, to get an animal to learn how to press a lever, the experimenter will use small rewards after a lever, the experimenter will use small rewards after each behavior that brings the animal toward pressing each behavior that brings the animal toward pressing the lever. So, the animal is placed in the box. When it the lever. So, the animal is placed in the box. When it takes a step toward the lever, the experimenter will takes a step toward the lever, the experimenter will reinforce the behavior by presenting food or water in reinforce the behavior by presenting food or water in the dish (located next to or under the lever). Then, the dish (located next to or under the lever). Then, when the animal makes any additional behavior when the animal makes any additional behavior toward the lever, like standing in front of the lever, it toward the lever, like standing in front of the lever, it is given reinforcement (note that the animal will no is given reinforcement (note that the animal will no longer get a reward for just taking a single step in longer get a reward for just taking a single step in the direction of the lever). This continues until the the direction of the lever). This continues until the animal reliably goes toanimal reliably goes to

the lever and presses it to receive reward. the lever and presses it to receive reward.

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Reinforcement, punishment, and Reinforcement, punishment, and ExtinctionExtinction

• ReinforcementReinforcement is a consequence is a consequence that causes a behavior to occur with that causes a behavior to occur with greater frequency. greater frequency.

• PunishmentPunishment is a consequence that is a consequence that causes a behavior to occur with less causes a behavior to occur with less frequency. frequency.

• ExtinctionExtinction is the lack of any is the lack of any consequence following a behavior. consequence following a behavior.

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• Positive reinforcementPositive reinforcement occurs when a behavior occurs when a behavior (response) is followed by a favorable stimulus (response) is followed by a favorable stimulus (commonly seen as pleasant) that increases the (commonly seen as pleasant) that increases the frequency of that behavior. In the Skinner box frequency of that behavior. In the Skinner box experiment, a stimulus such as food or sugar experiment, a stimulus such as food or sugar solution can be delivered when the rat engages in solution can be delivered when the rat engages in a target behavior, such as pressing a lever. a target behavior, such as pressing a lever.

• Negative reinforcementNegative reinforcement occurs when a behavior occurs when a behavior (response) is followed by the removal of an (response) is followed by the removal of an aversive stimulus (commonly seen as unpleasant) aversive stimulus (commonly seen as unpleasant) thereby increasing that behavior's frequency. In thereby increasing that behavior's frequency. In the Skinner box experiment, negative the Skinner box experiment, negative reinforcement can be a loud noise continuously reinforcement can be a loud noise continuously sounding inside the rat's cage until it engages in sounding inside the rat's cage until it engages in the target behavior, such as pressing a lever, the target behavior, such as pressing a lever, upon which the loud noise is removed. upon which the loud noise is removed.

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• Positive punishmentPositive punishment (also called (also called "Punishment by contingent stimulation") "Punishment by contingent stimulation") occurs when a behavior (response) is occurs when a behavior (response) is followed by an aversive stimulus, such as followed by an aversive stimulus, such as introducing a shock or loud noise, resulting introducing a shock or loud noise, resulting in a decrease in that behaviorin a decrease in that behavior

• Negative punishmentNegative punishment (also called (also called

"Punishment by contingent withdrawal") "Punishment by contingent withdrawal") occurs when a behavior (response) is occurs when a behavior (response) is followed by the removal of a favorable followed by the removal of a favorable stimulus, such as taking away a child's toy stimulus, such as taking away a child's toy following an undesired behavior, resulting following an undesired behavior, resulting in a decrease in that behaviorin a decrease in that behavior

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How to deal with children?How to deal with children?

• The best way to reduce misbehavior is to provide The best way to reduce misbehavior is to provide abundant positive reinforcement for good behavior. abundant positive reinforcement for good behavior. Punishment in the form of unpleasant consequences Punishment in the form of unpleasant consequences might stop misbehavior, but it often has undesirable might stop misbehavior, but it often has undesirable side effects. A child whose behavior is punished may side effects. A child whose behavior is punished may react emotionally, strike back or avoid the person react emotionally, strike back or avoid the person delivering the punishment. Instead of punishing delivering the punishment. Instead of punishing misbehavior, try to catch your child being good. Tell misbehavior, try to catch your child being good. Tell her that you appreciate what she's doing, and do so her that you appreciate what she's doing, and do so frequently and consistently. At the same time, make frequently and consistently. At the same time, make sure misbehavior doesn't pay off by enabling your sure misbehavior doesn't pay off by enabling your child to avoid homework or chores, for example, or to child to avoid homework or chores, for example, or to gain attention.gain attention.

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Factors Influencing LearningFactors Influencing Learning

• MotivationMotivation

• Reward and PunishmentReward and Punishment

• InterestInterest

• Group ParticipationGroup Participation

• AmountAmount

• FamiliarityFamiliarity

• MeaningfulnessMeaningfulness

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MotivationMotivation::Learning is greatly influenced by the level of aspiration Learning is greatly influenced by the level of aspiration and nature Of achievement motivation is posed by the and nature Of achievement motivation is posed by the learnerlearner.. How can we expect from a learner to achieve a How can we expect from a learner to achieve a thing for which he has no aspiration?thing for which he has no aspiration? One has to maintain the level of his aspiration and One has to maintain the level of his aspiration and achievement motivation to a reasonable level neither to achievement motivation to a reasonable level neither to high causing frustration for non achievement nor too high causing frustration for non achievement nor too low as not to try for thing for which he is quite capable.low as not to try for thing for which he is quite capable.

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Reward & Reward & Punishment:Punishment:

The learning yields are much dependent upon the The learning yields are much dependent upon the

nature and quality of Feedback and reinforcement nature and quality of Feedback and reinforcement

provided to the learner in his learning task.provided to the learner in his learning task.

These results are un match able so simple These results are un match able so simple

reinforcement technique In the shape of approval are reinforcement technique In the shape of approval are

,nodding of head ,smiling ,saying good bye etc...,nodding of head ,smiling ,saying good bye etc...

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Interest or Goal of Life:Interest or Goal of Life:

The philosophy and immediate as well asThe philosophy and immediate as well as

ultimate goals of one's life effect the processultimate goals of one's life effect the process

and products of learningand products of learning. .

One’s mode and ways of looking towards theOne’s mode and ways of looking towards the

things , one’s inclination towards learning in athings , one’s inclination towards learning in a

particular area and patience and persistence particular area and patience and persistence

maintained for continuing one’s learning maintained for continuing one’s learning despitedespite

the heavy odds all depend upon his goal andthe heavy odds all depend upon his goal and

philosophy of lifephilosophy of life..

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Environmental Environmental Factors:Factors:

In the process of teaching &In the process of teaching &

learning whatever existslearning whatever exists

besides the personalbesides the personal

factor involving the self offactor involving the self of

the learner may included inthe learner may included in

the boundaries ofthe boundaries of

environmental factorsenvironmental factors

influencing learning.influencing learning.

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Many More Factors:Many More Factors:There are many more factors which effect the There are many more factors which effect the

learner learner or helps him in learning like………or helps him in learning like………

• Group participationGroup participation• AmountAmount• FamiliarityFamiliarity• MeaningfulnessMeaningfulness• The basic potential of a learnerThe basic potential of a learner• Learner's physical and mental healthLearner's physical and mental health• Readiness and willpowerReadiness and willpower• The nature of learning experienceThe nature of learning experience• The methodology of learning experiencesThe methodology of learning experiences• Liking of the new learning with the past, Liking of the new learning with the past,

etc…………………etc…………………