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Evolutionary game theory

Evolutionary game theory explores how animal behaviors evolve for survival and reproduction. It highlights how individual strategies depend on group behaviors. Unlike general game theory, it doesn't involve conscious intention. This theory can predict traits in populations, like altruism, which may risk an individual but benefit the group. Created by Brooke Miller.

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  • piceratops ultimate style avatar for user Daniel Bristow
    At , she begins with expressing that Altruism ensures the survival of a species. That being said, if all monkey's that exhibited Altruism died as a result of being Altruistic, wouldn't we expect to see a decrease in the gene that more Altruistic monkeys exhibit in a population? Food for thought.
    (0 votes)
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    • leafers ultimate style avatar for user Kristopher Brazil
      Most communities where altruism is expressed are composed of family members. This means the individual that risks their own survival still enhances the overall fitness of their genome by promoting the survival of more copies of their genes through other members of their family. Altruism is the perfect example of inclusive fitness, folks.
      (20 votes)
  • piceratops seed style avatar for user castilloallesta58
    How do you add fractions
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  • blobby green style avatar for user khadejakhan96
    Is there any video that has a bit more detailed analysis of both types of Game Theory?
    (2 votes)
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    • blobby green style avatar for user Salem
      The key difference between General Game Theory and Evolutionary Game Theory is Intention. Intention is existed in General Game Theory, whereas is not existed in the Evolutionary Game Theory.

      I will use an example to illustrate the difference, let assume an accident happened in the banana in pyjamas. The main characters are B1 and B2 who are bananas, and Rat-in-a-Hat who is a rat. B1 and B2 went to the beach in order to have some fun, but they cannot swim. Instead, B1 and B2 decided to walk along the beach without entering the water. The Rat-in-a-Hat was the lifeguard in the beach. The drama start when B1 fell down in the water. Now imagine the two scenarios:

      1- Immediately, B2 pull B1's hand. In this case, B2's reaction is an example of Evolutionary Game Theory, because of that, B2 had no intention to pull someone to save life.
      2- Immediately, Rat-in-a-Hat pull B1's hand. In this case, Rat-in-a-Hat's reaction is an example of General Game Theory, because of that, Rat-in-a-Hat had intention to pull others to save their life. In other words, Rat-in-Hat mission is to save life of the beach visitors.

      Although, I use an example of altruism for both scenarios which lead to a "good outcome"; an aggressive behaviour can be seen as an example of these two different theory which lead to a "bad outcome".

      I hope I could make distinguishing between these two theories easier. Bearing in the mind that, the key difference is intention.
      (4 votes)
  • duskpin ultimate style avatar for user Kai Orimura
    Hahahahaah perfect example using Catan
    (2 votes)
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  • female robot grace style avatar for user Aj Chatterton
    the selfish gene? or for the benefit of the group?
    (1 vote)
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  • blobby green style avatar for user joe dyvix
    Why does she talk so fast 🙃
    (1 vote)
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  • piceratops ultimate style avatar for user tian1di2 jax
    life is always a game and if more people played life as a game then i hypothesize less people would be depressed...community thoughts for and against?
    (1 vote)
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    • male robot johnny style avatar for user Dododeda
      As I see it, life is hard only because of OTHER PEOPLE living life with you. One of the main evolutionary concepts is that the overproduction of offspring leads to the struggle to survive (breeding competition). This natural fact is the major challenge to life itself. The trick is learning how to deal with this fact, and one of the best (yet simultaneously hardest) ways is knowing how to pick the right kinds of people to associate with, as well as how to pick your battles very selectively.

      You also have to adopt a carefree attitude in the process. Everyone is going to die, plain and simple. Our end result is exactly the same, no matter what our status is in this life. Whether you choose to do good or evil makes absolutely no difference at all. My attitude towards life fluctuates like the wind. Although I'm carefree about it, I intend on pursuing a certain career path (medical school). If that doesn't work out, I might adopt criminality. It's really all-or-nothing at this point. After years of soul-searching and exploring diverse careers, it all boils down to medicine. If it's meant to be, it's meant to be. If not, then I'll have to adopt a less humane method of existence. Let's hope society makes the right choice and chooses to make me a contributor of said society, especially for all that I've gone through.
      (0 votes)
  • blobby green style avatar for user michaelpdybala
    Isn't evolution based on the level of the individual rather than the group? If a monkey calling out allows slower monkeys to survive when they normally wouldn't, doesn't this artificially preserve the slow trait in the population, which hurts the future chances of survival and reproduction? My point is, I'm not sure if evolution is traced in group survival.
    (0 votes)
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    • duskpin ultimate style avatar for user bonobo
      Evolution is the acquisition of heritable traits within a population over time. Especially if monkeys are social animals and will always tend to live in a bigger group, the strategy of having an alarm monkey will be advantageous for everyone's survival, and there will be more monkeys alive to have genes to pass down. The ability to alarm isn't all genetic, it must also have a behavioral aspect, which can also be learned by every other monkey in the group. Within the group of monkeys that respond to the alarm, there may be faster and slower monkeys, which could change their chances of survival. There needs to be a population in order for evolution to occur, and a more "selfish" strategy might decrease the probability of the population surviving at all.
      (4 votes)

Video transcript

- [Voiceover] Game theory is usually talked about in reference to decision making, but we can also use it to talk about evolution and animal behavior. But before we do that, I want to take a moment to talk about how game theory is usually discussed. So when I think about game theory I generally think about it as it relates to the social sciences or maybe economics. But we can also use it to talk about every day behavior. So imagine that we're watching a group of people play a game, an actual board game like maybe Monopoly or Settlers of Catan. The individuals who are playing these games make decisions like whether or not to put a settlement on a wheat field. But the results of that decision don't only affect that individual player. It affects everyone who is playing the game. So the play offs to each of the players depends upon the decisions made by the overall group. And this is where game theory comes into play. Because it reasons about and tries to predict the behaviors that we would expect to see when the individuals are playing this game. So while it looks at things like individual strategy, it also looks at how we reason about what the other players are going to do. Like the trades that they're going to make or whether or not they'll go for longest road. So what does any of this have to do with evolution? Well, evolutionary theory tells us that individuals who have the best fit with their environment will be most likely to survive and pass on their genes. And because of this, the genes that are best fit for the environment will become more common within that population over successive generations. And the important part here, at least as it relates to game theory, is that reproduction part, because that part can't happen in isolation. It needs to involve others. Another thing that's important to think about here is the environment. Because we not only need to think about the behaviors that will allow the organism to be a fit within its physical environment, but we also need to think about how the organism fits in with its social environment. It might need to work with other organisms to find food, or deal with predators, or raise young. So some of the fitness of an individual organism deals with how well that organisms behavior matches up with the behavior of the group. So let's think about this in terms of game theory, where life is the game. What strategies would you expect to see from the players? Well, like it Settlers of Catan, you would expect them to be concerned with the availability of their own resources. But you would also expect them to be concerned about their social behavior since so much of their well-being and chances of mating rely on their interactions with others. And this is exactly how evolutionary game theory fits in with general game theory. Because the strategy of each individual will depend, at least in part, on the strategies exhibited by the other players. I do however want to point out a big difference between evolutionary game theory and general game theory. Because game theory generally involves intention, or cases where individuals are actively reasoning about the strategies or the behaviors of other individuals. Evolutionary game theory is different because it is applying this theory to situtations where there might not be any overall conscious intention on the parts of the players. Another thing that I want to point out about evolutionary game theory is that it can actually help us predict the traits we would expect to see in populations. Evolutionary game theory predicts the appearance of evolutionary stable strategies, or behaviors that tend to persist within a population once they are prevalent. So let's thinks about this in terms of a complex behavior like altruism. So imagine that we have two groups of monkeys. In one group, the monkeys act selfishly. When one sees a predator approaching, he takes the time to hide and does not warn the others, which makes it more likely that he'll escape and that the predator will eat one of the other monkeys instead. And now on the surface it seems that this is a pretty good strategy to ensure survival. After all, you get out of it alive. However, imagine what would happen if the entire group behaved this way. It would mean that our monkey would be more likely to die if another monkey also didn't sound the alarm. And, over time, this could decimate that monkey population and reduce the fitness of the overall group. But what if they adopted another strategy? One that involved giving an alarm call whenever a predator was spotted. The monkey that would make this call is doing this at his or her own expense, because it could draw the predator to them. So initially you might think that this strategy would fail. But what happens when a monkey makes a call? It means that all of the other monkeys within that group survive. And of course it's possible that the monkey who makes the call survives as well. And so this actually winds up being a really successful strategy. And I want you to really think about this, because it means the altruism actually increases the success of the overall group. So even though it might put one individual at risk, it increases the fitness of the community around it, making our monkey, or maybe the kin of original monkey, more likely to survive and reproduce. And that's why evolutionary game theory would predict the appearance of altruism within a group.