How Humans, Nonhuman Animals, and Machines Learn from Experience
Sometimes, the most successful creative accomplishments are the result of context, coincidence, and consequence—not insightful, intelligent design.Most believe that Pavlovian conditioning is a form of learning that is limited to simple reactions like salivation.
But Pavlov's own view of conditioning was vastly more expansive. Most believe that Pavlovian conditioning is a form of learning that is limited to simple reactions like salivation. But Pavlov's own view of conditioning was vastly more expansive.Coincidences certainly capture our attention. Most are quite personal and prompt many interpretations. But beware of magical or conspiratorial accounts. Sheer chance may suffice. Coincidences certainly capture our attention. Most are quite personal and prompt many interpretations. But beware of magical or conspiratorial accounts. Sheer chance may suffice.Most people have heard of the "Eureka!" moment, when Thomas Edison instantly and brilliantly invented the lightbulb. The problem? It never happened. Most people have heard of the "Eureka!" moment, when Thomas Edison instantly and brilliantly invented the lightbulb. The problem? It never happened.Associative learning is often deemed to be rigid and limited, yet this process enables pigeons to learn a categorization task that can stump more sophisticated forms of learning. Associative learning is often deemed to be rigid and limited, yet this process enables pigeons to learn a categorization task that can stump more sophisticated forms of learning.Do you think only people can become prejudiced? Recent work suggests that AI can also acquire biases. That fact may help us reduce social bias in published media. Do you think only people can become prejudiced? Recent work suggests that AI can also acquire biases. That fact may help us reduce social bias in published media.We marvel at the products of human innovation and hail their inventors as geniuses. Learning more about the creative process behind their making tells a very different story. We marvel at the products of human innovation and hail their inventors as geniuses. Learning more about the creative process behind their making tells a very different story.Creative ideas are often bedecked with extravagant romance. Innovative ideas are believed to arise in a blinding flash, seemingly out of the blue. Let's take a look at this notion. Creative ideas are often bedecked with extravagant romance. Innovative ideas are believed to arise in a blinding flash, seemingly out of the blue. Let's take a look at this notion.How do songwriters put lyrics to music? Do they wait for a burst of inspiration? Do they follow rigid rules? Do they have a clear end in mind? Or is the process more improvisational? How do songwriters put lyrics to music? Do they wait for a burst of inspiration? Do they follow rigid rules? Do they have a clear end in mind? Or is the process more improvisational?Vaccine development can be a slow and uncertain matter—one often disparaged as ‘trial-and-error medicine.’ Is there no better way? Vaccine development can be a slow and uncertain matter—one often disparaged as ‘trial-and-error medicine.’ Is there no better way?By keeping pigeons close to our hearts and seeing the world through their eyes, we learned a thing or two about the processes underlying our own classification of medical images. By keeping pigeons close to our hearts and seeing the world through their eyes, we learned a thing or two about the processes underlying our own classification of medical images.The coronavirus pandemic has been called a war in which the virus is our enemy. But another foe may be preventing us from defeating the virus. We may be our own worst enemy. The coronavirus pandemic has been called a war in which the virus is our enemy. But another foe may be preventing us from defeating the virus. We may be our own worst enemy.COVID-19 poses an even greater threat to our species than the Gulf Oil Spill. We are once again deploying trial-and-error learning to confront this challenge. COVID-19 poses an even greater threat to our species than the Gulf Oil Spill. We are once again deploying trial-and-error learning to confront this challenge.How might we establish what is true? Science confronts this matter and provides methods to determine truth. Rejecting scientific truths is both consequential and dangerous. How might we establish what is true? Science confronts this matter and provides methods to determine truth. Rejecting scientific truths is both consequential and dangerous.It might seem an odd occasion to distinguish the two key kinds of associative learning, but the war of words between Donald Trump and the Baltimore Sun provides a chance to do so. It might seem an odd occasion to distinguish the two key kinds of associative learning, but the war of words between Donald Trump and the Baltimore Sun provides a chance to do so.Experts laud the virtues of foresighted planning while they disparage a more improvisational lifestyle. Might trial-and-error more strongly control our lives than careful planning? Experts laud the virtues of foresighted planning while they disparage a more improvisational lifestyle. Might trial-and-error more strongly control our lives than careful planning?After Google proposed PigeonRank was behind its search function, we gave a small flock of pigeons a medical diagnostic test to assess its plausibility. The results were revealing. After Google proposed PigeonRank was behind its search function, we gave a small flock of pigeons a medical diagnostic test to assess its plausibility. The results were revealing.Most commentators frame the climate change debate as between political extremes. But, perhaps the more basic battle may be between clashing tendencies within each of us. Most commentators frame the climate change debate as between political extremes. But, perhaps the more basic battle may be between clashing tendencies within each of us.Einstein’s theory of relativity suggested that time and space are inseparable. Research has now revealed that people and animals use shared brain systems to judge time and space. Einstein’s theory of relativity suggested that time and space are inseparable. Research has now revealed that people and animals use shared brain systems to judge time and space.What role does insight and genius play in behavioral innovation? The origins of the Fosbury Flop force us to consider more mundane ways in which behavioral change comes about. What role does insight and genius play in behavioral innovation? The origins of the Fosbury Flop force us to consider more mundane ways in which behavioral change comes about.Self Tests are all about you. Are you outgoing or introverted? Are you a narcissist? Does perfectionism hold you back? Find out the answers to these questions and more with Psychology Today.
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