Cognitive biases and how knowledge about them can help a poker player
Posted by retro300zx
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retro300zx
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Mental Game
Cognitive biases and how knowledge about them can help a poker player
Hey guys,
I want to start a discussion here about aspects related to behavioral economics - especially a phenomenon called cognitive biases.
I am not sure it fits 100% into mental forum but I think in large degree it does. Knowledge about behavioral economics and cognitive biases is in my opinion very beneficial in many aspects of daily life and also in poker.
I became interested in that stuff while working on my master thesis which focused on explaining how cognitive biases and especially "status quo" bias influences business competition and why some succesful companies failed at some point. Let's start with some definitions:
Behavioral economics is kind of a different approach to traditional economics. Classic economics says that people or market participants always make rational and calculated decisions. Even if they make some kind of a mistake they instantly learn and correct bad approach. They always want to maximise EV of their decisions. That kind of ideal people are called "homo economicus". Of course this is not true. We are all driven by emotions and not always rational. The addition of psychology is most important factor that separates behavioral economics from traditional economy.
Cognitive bias on the other hand is a phenomenon when a person makes a decision which is not at all expected from a rational point of view. We are all biased but only few of us are aware of that! Why is that? Roots to cognitive biases can be linked to evolution. Our brains cannot process every information they receive so they are forced to make some generalizations which are of course biased (this is called heuristics). So combine those mental shortcuts made by your brain with other aspects like emotions, social influences and information noises and you have a recipe for being biased. Of course it's hard to avoid being biased since it's how our brains work but being aware of that is beneficial. It shouldn't be also seen as something bad.
Let's look at few example biases:
Mental accounting bias - we attribute emotions into money. Losing money earned by hard work is more painful than losing money we have won on a lottery. This is obviously a bias because from an economical point of view 1$ equals 1$ no matter how we earned it.
Representative fallacy - when calculating possibility of something occuring we often use limited informations based on our limited experience. We also don't account how representative our set of information is. This leads to searching patterns in potential random occurences.
Illusion bias - informations that we understand better are more often seen as true. If they are repeated often enough we see them as true even if we perceived them as false before.
Self-attribution bias - if we are succesful we attribute it to ourselves. If we are unsuccesful we try to find some external sources that are cause of failure.
Hindsight bias, retrospection bias - we believe that the negative occurence that already happened could have been avoided.
Legend effect - people underestimate statistical information and they overestimate descriptive information.
There is also a bias which relates to a fact that we put more attention into occurence of something rather than lack of that occurence.
Status quo bias - we prefer things to stay the way they are. We are scared of the unknown even if that unknown has a potential to bring us benefits which are far greater than the risk taken. There was a resarch made which concluded that potential benefits of breaking the status quo need to be atleast twice larger than the potential risk for people to make a move.
Status quo is connected with loss aversion. Let's look at an example:
Okay so with this example you can see that in Problem 1 you can either finally have 1500$ instant or have a 50% chance to win additional 1000$ and have 2000$ total.
In Problem 2 you can either lose 500$ and have 1500$ or have a 50% to not lose anything at all and have 2000$ total.
In theory people should have the same preferences in either problems. Now lets guess how people responded to those problems in a resarch?
Problem 1: 80% of people prefered option for an instant 500$
Problem 2: Most people preffered to gamble for a 50% chance to not lose anything
So this is loss aversion - faced with a prospect of a win we prefer smaller but sure win. When we are faced with a potential loss we prefer to take an EV- gamble.
How knowledge about that can help at poker?
Okay so besides knowing what drives financial markets and why your grandpa doesn't want to convert all her savings into bitcoins knowledge about biases can be helpful for a poker player.
I think that it can be helpful with dealing with tilt issues, being results oriented even things like analyzing statistics. It also gives insight into how other regs and fishes might think. We can start questioning our game and stop blindly following others. For example I see a tendency in many poker players to follow some players they perceive as good only by their winrate. But this winrate comes from limited sample so how we really know it's big enough to be not affected by luck? Worth thinking about. Also we can identify situations where we made some assumption which based on some limited sample. For example we made a bluff here and there and it worked few times and we think this play is great. But it's still limited sample so how do we really know? But our brains still tell us GO FOR IT :)
Here are some biases related to poker I have experienced so far:
1. When I feel I'm running hot I often feel the urge to end the session earlier to not lose what I have earned so far. And when I'm losing my instinct says to play longer to minimise losses.
2. When I am not sure about some play for example making a bluff or something and I do it and it ends bad in future similiar situations, I recall the one when I lost. I have an urge to not repeat that play even if I never really checked if it is correct or not. On the other way if I do something stupid and it pays off I sometimes find repeating that error.
3. I tend to remember times when I got bad beat and tend to forget when I suckouted somebody.
What about you guys? If my post interested you let's look for some more poker bias examples or ways how knowledge about them can be beneficial for us. Still lot's to explore! Also if you are interested in that stuff check out the book of Daniel Kahneman "Thinking Fast and Slow".
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Really good post, thanks for this!
I've tons of examples of my own, but a common one I think about is that some players when facing a bet on the river seem to see it as a black/ white situation, ie they're either right, or they're wrong. This causes a cognitive bias where they want to be 50% sure in their head in order to call (particularly when the pot is big), when obviously the pot odds usually require something closer to 25%.
I recognised this in myself a long while ago, and can still 'feel' in players today, even up to 200z.
Psychologists call this the dilution effect. Remember what’s going on here. People base their estimate on what they think is a useful tidbit of information. Which is true at the start. Then they encounter clearly irrelevant information—meaningless noise—which they indisputably should ignore. But they don’t. They sway in the wind, at the mercy of the next random gust of irrelevant information.
Here is my example of biases that i come across a lot. Availability heuristic biases which is a natural tendency to judge the frequency of a class of events by the ease with which instances of that event can be brought to mind.
For example, selective memory. We tend to remember our made hits/bluffs even though they might not work against different/new opponents. So it is hard for our mind to change quickly and realize that we are in a different situation now. The execution must be different.
Another example of this bias is when we tend to think we have the best hand not taking into consideration other possibilities and other strong hands our opponents might have. It is also a confirmation bias.
The deeply counterintuitive nature of probability explains why even very sophisticated people often make elementary mistakes.
That is why poker is fun.
Thinking fast and Slow is a great resource that has shed some light on some of my poker biases. i think Anchor Bias is a big one for me. Let's say i see a showdown where villain was bluffing a random low-equity hand w/o blockers, i will overapply that and assume he is over-bluffing every spot instead of trying to understand how villain views different bluff spots. This will often lead to me ignoring certain variables and calling him down because of one hand I saw.
Another bias is immediately picturing the strong part of villain's range when bluff-catching instead of having a more balanced perception of his range. And something interesting that I have been noticing is that the bigger the bet or the weaker my hand, the more distorted my perception. It's really fear-based and the more I am aware of it, the more I can balance myself when it starts to happen.
I also fall victim to the cognitive error you talked about where my intuition will be subtly pushing me one way and then for some reason I go against it, convincing myself that this deviation from my gut feeling is what i "should" be doing because I either saw it from a high-level player or I am misapplying a theoretical concept. So I basically ignore all the other more relevant variables and opt for this rigid way of playing.
Great post retro !
I just released a video about cognitive biases and there will be more to come.
I totally agree with you that this is something actually quite important in poker.
Not just to know that they exist but once you identify some of your biases, you look into how to be less affected by them.
Like with your example of wanting to book a win, when you have never trained yourself to have a counter measure, you will not come up with something very effective on the fly, you might be able to tell yourself, ok, I need to push through, but this is only a bandaid, a decent one at that, but what we really want is a way to train ourselves to not feel this and when we do to be able to quickly snap out of it and see the green light again, not the red one.
:)
Here is something that has worked well for me...
I have this framed, hanging in my office: Cognitive Bias Codex
I do nothing more than look at this, regularly -- and without trying too, it's simply a Quality* piece of art living in my environment. I feed the input to my Unconscious, surrender and allow it to do the rest.
I am a visual and intuitive learner. This works well for my learning process. Will it work for you? I do not know.
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