🤑 BlackJack Application with JavaScript | Hacker Noon

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For each generation in [Brian]'s program, a 32×10 grid was generated, one cell each for possible player's hands against the dealer's hand.


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For each generation in [Brian]'s program, a 32×10 grid was generated, one cell each for possible player's hands against the dealer's hand.


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Where could I find the answer, if anyone wants to help. For each of the cells, counting down, try a few thousand hands with hit, a few thousand hands with stay, and a few thousand with double downs. Leave a Reply Cancel reply. Report comment. I always thought that maybe there are alterate strategies. Spending the extra hours coding spitting in would have probably increased the win percentage by a bit, but it would not change the concepts put forth in this article. Brian I have the same thought as you ahaha. This site uses Akismet to reduce spam. The code that I wrote decouples the blackjack engine from the genetic algorithm, so perhaps I will try this and compare! Our Columns Burning Chrome 21 Comments.{/INSERTKEYS}{/PARAGRAPH} Learn more. I posted this not because I wanted to pose a new and improved blackjack strategy to the world, but because I thought that others may benefit from learning how genetic algorithms work and what they are good at. Search Search for:. Additionally, the chained nature of the strategies means that evolutionary algorithms are not going to work great. Sorry, not a mathematician or but have a question posed differently and thought an algorithm might answer this question? Today I saw a random number generator show 1 ten times in a row, with a field of 6 to choose from. The actual results are concurrent, among the millions of hands being played at this instant. Not to rag on the evolutionary algorithm, which is kind of neat, but his estimate of the difficulty of doing a regular combinatorial or simpler statistical analysis is off by several orders of magnitude. I developed a system by virtue of dumb playing for years. Hey whenever you can walk out of a casino with ANY money is a win! I have been winning more than loosing when I have the discipline to quit. Put the splitting in, finish the assignment. Not sure how many bets you start with Units. This was simply an experiment to see if genetic algorithms could evolve a viable solution in a short time, and they did. Outcome matters. Tough crowd. The best strategies were bred and eventually [Brian] ended up with a good blackjack strategy. {PARAGRAPH}{INSERTKEYS}Then make your own evolutionary algorithm! I am doing a dissertation on Blackjack as well, but after hours of research only to realise that basic has the best odds so far ahaha…. Can anyone put this question to the test? Then pick whichever one gave you the best reward. Could the algorithm replicate the very successful basic strategy, or improve upon it? Learn how your comment data is processed. You guys! It would be interesting to see a repeat with the option for the player to split his hand. Heads up for nice work, I even learned much new about blackjack strategies from the comments. This is the sort of thing that policy iteration shakes out in an iteration or three, but with evolutionary algorithms each cell is at the mercy of its grid-mates, so these artifacts can stick around for awhile. With blackjack! The source code is included, please feel free to contribute the splitting feature if you feel that this program is ruined without it. A true take on gambling. A much better use of GAs that I have found was for solving PID loop coefficients, which was eons more efficient than even brute force. This would allow you to play less hands per round without effecting the accuracy of the results. He chose blackjack, because of the limited number of hands that can be dealt to the player 32 and low number of hands the dealer can have An easier way to compute a good strategy is an evolutionary algorithm, implemented by [Brian] with the Watchmaker Java library. As a next step, why not try building a grid with policy iteration, and see how it compares? If you are satisfied with being three units ahead. A generation which hits on twenty, for instance, is really going to screw up the policy for ten: Given the potential for drawing a face card, and the poor results from that, the program will wrongly decide that standing on ten is the best policy. Nice work. Surprisingly very few armchair builds, by the way. I guess we just see different assignments :. Going one step further would mean not only changing one cell at a time, but also only evaluating blackjack hands effected by that cell i.