Poker is far, far more mathematical than chess. The idea that poker pros are only going off "reads" is completely ludicrous.
They have a set game-theory-optimal style of playing, and then use an opponents flaws/"tells" to deviate from the GTO style to exploit those tells.
An example of a flaw could be if the opponent is playing shitty hole cards.
If the opponent has played in every pot over the last 30 minutes (something you'll frequently see), then he's playing way too many hands preflop.
This is exploitable.
Just a super basic example, but you'd be surprised at how profitable this is. Beginners play way too many hands. If you want to make money, just fold every hand and let the beginner collect the blinds until you get AAs, KKs, QQs, etc. and then you should bet big. The beginner won't notice and he'll pay you off anyway. You'll be massively +EV.
A more advanced player will notice what you're doing and he'll immediately fold when you bet big. Therefore, you'll have to start incorporating "bluffs" into your strategy so his tactic of folding whenever you bet big becomes unprofitable.
Poker is about figuring out all of these things and then using these tools to make the most money.
Bill Chen wrote a great book called "The Mathematics of Poker" that goes through all the math involved.
It's all probability theory and game theory.
He gave a talk at MIT that goes over some of the basic concepts -> https://youtu.be/BuxCNZ0RVKA
The obvious issue with teaching your kids poker is that it'll be very difficult for your kid to find anyone else to play with. He/she can't go play poker in a casino obviously
One player (beginner) wants to have fun (maybe not overtly, but this is usually the case), the other wants to make money.
Part of what poker teaches is patience.
Also, very different than small poker games with friends where the point is hanging out and 'gambling' a bit.
[1] Tournament style is different from an open ended game.
https://www.sirlin.net/articles/designing-pandante
And he did so by making more hands good so you don't want to fold all the time
During the competition, Libratus used 4 million core hours on the Bridges supercomputer for analyzing it's prior gameplay and changing strategy.
> During the tournament, Libratus was competing against the players during the days. Overnight it was perfecting its strategy on its own by analysing the prior gameplay and results of the day, particularly its losses. Therefore, it was able to continuously straighten out the imperfections that the human team had discovered in their extensive analysis, resulting in a permanent arms race between the humans and Libratus.
https://en.wikipedia.org/wiki/Nash_equilibrium
However, if the opponent is playing sub-optimally you can win _more_ by deviating from Nash equilibrium to take advantage of their specific strategic shortcomings. The risk in doing so is if you are wrong estimating their shortcomings.. you are no longer guaranteed a tie in the worst case scenario.
You can see this play out with a small toy game and a card calculator. Suppose a two player game of Texas Holdem where each player has 8x big blinds. The first player must choose to either go all in or fold. The second player must choose to either call the all in or fold. Players must pick a range of hands to perform either action prior to looking at their cards.
https://openpokertools.com/range_equity.html
Suppose a silly strategy by the second player of folding any hand except pocket aces. You'd be wise as the first player to go all in with any hand and pick up a free big blind with 99.5% certainty. However going all in with every hand is also an easy strategy to take advantage of...
(You can actually go back and forth maximally exploiting the other player's strategy and you will eventually reach Nash equilibrium)
The short of it though is there exists a perfect range of cards the bot can play where it neither folds enough for you to bluff to gain an edge, nor does it call enough that you can wait for better cards while bleeding chips to gain an edge.
I say this despite also claiming the top DL bot does this anyway and does very well.
No poker player can beat the best chess player in the world unless they aren't at their level already.
A competent but not great player has a chance of beating a pro in one session, but it's definitely pretty slim.
For every tournament you make a big score, you crash out of 5 and get min payout on a few more.
Many of the biggest names in poker have been the biggest losers in a given calendar period. For example, Gus Hansen and Daniel Negreanu are two of the biggest winners of all time yet also have some of the biggest documented losses...
As for how long a session is? 8 hours. I made a living from poker for a few years.
For comparison, 50K hands is a standard length for heads up matches between pros, with the understanding that even then the best player is not guaranteed to win. In live play, you'd be looking at 50-100 hands per hour.
It's true that with a greater skill gap you'd need less time, but you'd still be looking at thousands of hands if you wanted something like 95% confidence that the better player was up.