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rational decider model
decision-making process where one weighs different factors and ranks choices
issues with the rational decider model
“Homonculus problem”
ignores context, learning, and automatic processes (cannot explain some of the confusing things we may do)
invites blame instead of understanding
akrasia
—> we have a decider function BUT this is only ONE driver of our behavior
what is the Homonculus problem, what behavioral model does it support, and what is a refute to it?
idea that little person in brain helps make decisions (connection to rational decider model)
—> BUT lacks accountability and pushes question around without providing answer
what is akrasia? what behavioral model does this philosophical state refute?
tendency to act against one’s better judgement (“without power/strength”)
how do proximate and ultimate explanations relate to each other?
they are complementary ways of defining behavior by separating the immediate (proximate) causes from the ultimate (long-term/evolutionary) causes/explanations
what is the difference between functional and mechanistic properties of behavior?
why/how is someone doing X?
—> the current function that the behavior
answers the “why”
measured by some outcome
has testable predictions (ex - can predict/test what one’s behavior will be in a specific situation - should align w their goal (function!))
—> the underlying mechanisms by which behavior is implemented
explains the “how”
specifies links between how u get from A to B to C
relates to equifinality and multifinality
equifinality: many causes can —> the SAME outcome
multifinality: SAME cause can —> many different outcomes
behavior varies in ____ and _____
energy / direction
one can describe behavior with different ______ and different _______
degrees of specificity / temporal scales
What are Marr’s 3 Levels of Analysis?
multiple levels of analysis for explaining behavior
(functional)/computational - goal/reasoning
(mechanistic) algorithmic - abstract processes/logic
(mechanistic) implementational - physical means
what is emergence in Marr’s 3 Levels of Analysis?
smaller parts add up to form larger, higher-level properties
what is downward causation in Marr’s 3 Levels of Analysis?
the larger whole influences the smaller, individual parts
what does Frankfurt define as intentional action?
if action is guided by individual and they are able to intervene so that the result can align with the goal (can correct its course)
what is drive?
internal state of biological/psychological tension which leads to behavior that reduces drive
homeostasis
allostasis
homeostasis (drive) def
notice discrepancy in internal state of tension —> do smth to lessen it
allostasis (drive) def
use prior knowledge to make a prediction about a discrepancy within ( biological/psychological tension) —> do something to regulate drive)
what is a mode?
a suite of inter-related modes (each provides representations of good vs bad and ways to tune these representations)
what are the 5 modes?
reflexes
trial and error
mental stimulation
mentalizing
language
what are reflexes?
automatic responses to specific stimulus, ballistic cue-response
what are properties of reflexes?
BALLISTIC — once triggered, usually run to completion
differ in wiring and rely on
sensory neurons
interneurons
motor neurons
can be modulated by context, emotional state, and prior experience
what are instincts?
sequence of reflexes, where each step triggers the next in context
what is classical conditioning
associative form of learning (stimulus-response association)
acquisition (CC)
learning new association with repeated CS-US
extinction (CC)
gradual weakening of CS-US association
spontaneous recovery (CC)
extinguished response returns when CS presented after delay
reacquisition (CC)
faster relearning of extinguished stimulus than initially
generalization (CC)
extending associative learning to similar cues
generalization gradient VERSUS stimulus discrimination (opposite)
difference btwn reflexes/instincts and association/prediction/learning
reflexes/instincts = starter set of what is good/bad
association/prediction/learning = can tweak goodness/badness of things
what did the Claparede pinprick experiment show us
conditioning can give neutral stimuli a negative association even if the person does not remember
what is limitation of reflexive learning?
only encompass natural behaviors
trial and error mode
basal tendency to proactively generate behavior, then notice associations between action and consequences (OPERANT learning)
classical VS operant conditioning
classical - make association (this cue means this)
operant - if I DO this, smth good/bad will happen (increase or decrease behavior depending on the goodness/badness of consequences)
positive reinforcement
add something good to reinforce/increase behavior
negative reinforcement
take something away to reinforce/increase behavior
positive punishment
add something bad to decrease behavior
negative punishment
take away something good to decrease behavior
Thorndike’s Law of Effect and example of it
behaviors with good outcomes are more likely to be repeated (and vice versa)
ex) fish studies
what is shaping?
gradually changing behavior towards some desired target by reinforcing successive approximations of desired behaviors (do NOT reward immediately)
what is partial reinforcement?
only reinforce behavior SOMETIMES
what are the different partial reinforcement schedules?
schedules based on response frequency:
fixed ratio
variable ratio
schedules based on time interval:
fixed interval
variable interval
how can operant conditioning backfire?
CompStat Operation for violent crime rate —> Goodhart’s Law (when measure becomes a target, ceases to be a good measure)