Quote:
Originally Posted by yesyesnono
Hi,
Good job guys. I hope that you will make some serious impact on online poker.
In the first graph I can see that you are comparing statistics of different bots and they look very similar. How do you compare player stats? E.g. the difference in VPIP stats, difference in PFR stat and so on and then plot of distances between stats in the graph, or something more advanced? On the second graph you show behavior for different bots. What do you mean exactly by behavior and how do you measure it / compare it? You didn't label the axes on that graph, there is also no explanation, so maybe you can explain it? Otherwise I don't see a point in posting those. Also I don't see why you only use black color in behavior graph, instead of using one color for each player? Plot 2 for Behavior looks more understandable, I see that bots have similar behaviour but still you haven't labeled the axes, so no idea what is it doing.
I am also curious, what is the time to act plot showing? horizontal axe is labelled but vertical shows only %, I am not sure what do you mean by that.
Overall distribution for legits looks quite interesting, I guess what it is but again not explained, axes are not labelled.
I think that if you present this graphs to the casinos and expect them to buy it, I think that you should make sure that they understand what you are doing. Your work looks like it is doing a good job.
Good luck with your company and project. By the way is your company doing something else than detecting bots? Because detecting bots using approaches what you are doing doesn't look to me as a long term project especially not for many developers. By the way, do you maybe have open job positions in your company? I might be interested.
Hello yesyesnono,
Thank you for detailed feedback and appreciate you think we are doing good job. First, materials that we provide to our B2B customers are more detailed and better explained. We intentionally omitted some information, the reasons are similar to what poker operators usually reply when asked about how they detect bots etc. We don't want botters to improve their anti-detection. We might be able provide more details via PM, however information provided to a stranger will be limited, see reasons above.
We are thinking to add new services, however, now we focus on bot detection exclusively. As for open positions, please PM with some relevant info about yourself and we will get back to you soon.
Quote:
Originally Posted by Bobo Fett
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Thanks, Bobo!
Quote:
Originally Posted by Josem
How do you differentiate between a bot and a disciplined player? Or identify a bot that includes randomness* in their decision-making process?
*or some other factor that you are unable to track/identify
Hello Josem, good question.
I would start with the fact that we are focused on bot rings, which play using similar strategy, no matter if they are fully or semi automated. This means such accounts have close to identical patterns that can be identified. We don't have released solution for detection of unique bots, however, we are working on this and soon should add it as well.
We believe that even players that study same materials and discuss their play together won't have stats of similarity we consider close enough to believe that they are bots / using software advisors. We will be happy to explain this further privately as your opinion will be really interesting taking into account your experience.