How do animals gather useful information about their ... · • Classical conditioning and operant...
Transcript of How do animals gather useful information about their ... · • Classical conditioning and operant...
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How do animals gather useful information about
their environment and act on it?
Jackie ChappellSchool of Biosciences
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If you were trying to build a robot to behave
spontaneously like the chimp in the following clip,
how would you do it?
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Pal, 2.5 years old
video taken by Misato Hayashi, Primate Research Institute, Kyoto University, used with permission
Hayashi & Matsuzawa (2003) Animal Cognition
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Questions raised
• What mechanism could have allowed Pal to learn that she could stack the blocks?
• If such a mechanism is common to the species, why was she the only one of 3 infants to stack blocks spontaneously?
• Why does stacking blocks appear later than in humans, but inserting shapes into holes in a box appear at about the same time as in humans?
• Why does she seem to find it so enjoyable?
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What kinds of mechanisms make it possible for animals to
find out about affordances, attribute causes to effects and
generate appropriate (sometimes novel) behaviour?
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Forms of learning
• Developmentally-fixed behaviour - usually genetically determined
• Fast and reliable, but inflexible
• Associative learning
• Gradual process, but fairly flexible and surprisingly subtle
• Social learning
• Can provide a short-cut to learning a novel behaviour
• Extended learning mechanism, involving exploration
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Developmentally-fixed behaviour
• Complex behaviour triggered by simple cues
• Useful when:
• Limited opportunity for learning
• Behaviour needs to be perfect on the first attempt (e.g. flight in cliff or tree-nesting birds)
• There are time constraints (e.g. short life span)
• Common in precocial species where young are relatively independent from birth
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Mason wasp, Monobia quadridens
• Females drill out the centre of a stem
• Lay an egg, then cap off cell with a mud partition
• Partition is rough and convex on inner surface, concave and smooth on side nearest opening
• Larvae bore through the convex cell wall only, so that they leave the end of the stem
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Associative learning
• Classical conditioning and operant conditioning
• Can lead to a complex chain of behaviour => novel responses to the environment
• Relatively slow and gradual process (though one-trial learning is possible)
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Animals can be trained to do almost anything with operant conditioning...
...it just takes a long time
‘Project Orcon’
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Associative learning is much more subtle and
rich than you might think
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“Appropriateness” of the stimulus or response matters (Domjan & Wilson, 1972)
Group taste Group noise
Train Sweet water → illness Noisy water → illness
Test Sweet water vs. Plain water
Noisy water vs. Silent water
RESULT LEARNING NO LEARNING
Train Sweet water → shock Noisy water → shock
Test Sweet water vs. Plain water
Noisy water vs. Silent water
RESULT NO LEARNING LEARNING
So, natural selection constrains associations to those likely to be causally linked
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Animals can learn about the temporal relationship between events => causal
attribution (Barnet, Cole & Miller, 1997)
Test
I
II
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Social learning
• Learn from the behaviour of others:
• Directly, by observation
• Or via products of another’s behaviour
• Can spread novel behaviour rapidly through a population => cultural transmission => cultural evolution
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Extended learning mechanism and exploration
• Exploration (not directly reinforced) is very important
• Animals can learn about the space of possible actions with an object, unusual properties etc.
• Time consuming, but possible for altricial species during development, when parent(s) care for offspring
• May also enable very rapid learning if ‘chunks’ of knowledge about the environment can be reused
• May allow the generation of individually novel behaviour (similar to Margaret Boden’s ‘Personal Creativity’, 1990)
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Are animals limited by species-specific representational capacities, or by the
their exploratory tendencies?
• Representational view vs. Ecological view (Cummins-Sebree and Fragaszy, 2005)
• Capuchin monkeys spontaneously re-positioned canes to pull a food reward towards them, unlike tamarins
• Is this difference because of species differences in exploratory/manipulatory behaviour?
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Complex, spontaneous novel behaviour
• Betty making hooks (Alex to show video and discuss)
• Alex the parrot spontaneously transferring label of ‘none’
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Self-monitoring of behaviour might also be important
Possibly gaining dynamic feedback from environment, and adjusting behaviour appropriately
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What might this mechanism be?
• Combination of:
• Built-in drive to explore (with no immediate reinforcement consequences)
• Cognitive structures (genetically determined) which might guide or constrain exploration (‘bootstrapping’ of behaviour)
• Construction of reusable ‘chunks’ which can themselves be recombined into more complex structures (e.g. language learning)
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Summary and unanswered questions
• For novel behaviour, need to find a balance between exploration, and constraining possibilities
• Also, balance between built-in structures and knowledge, and learned/acquired knowledge
• Do species differ in their ability to form these chunks?
• How important is individual experience?
• How important is it to explore while your brain is being constructed?