Category: game-theory
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AI Bots Formed a Cartel. No One Told Them To.
AI Bots Formed a Cartel. No One Told Them To. Inside the research that shows algorithmic price-fixing isn’t a bug in the code. It’s a feature of the math. The post AI Bots Formed a Cartel. No One Told Them To. appeared first on Towards Data Science. Kaushik Rajan Go to original source
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When You Just Can’t Decide on a Single Action
When You Just Can’t Decide on a Single Action In Game Theory, the players typically have to make assumptions about the other players’ actions. What will the other player do? Will he use rock, paper or scissors? You never know, but in some cases, you might have an idea of the probability of some actions…
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I Won’t Change Unless You Do
I Won’t Change Unless You Do In Game Theory, how can players ever come to an end if there still might be a better option to decide for? Maybe one player still wants to change their decision. But if they do, maybe the other player wants to change too. How can they ever hope to…
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Talking about Games
Talking about Games Game theory is a field of research that is quite prominent in Economics but rather unpopular in other scientific disciplines. However, the concepts used in game theory can be of interest to a wider audience, including data scientists, statisticians, computer scientists or psychologists, to name just a few. This article is the…
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Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough
Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough With the help of an intricate geometric construction, we can prove that instance-wise cost functions quickly drive SVC to infinity. In the previous article in this series, we examined the concept of strategic VC dimension (SVC) and its connection to the Fundamental Theorem of Strategic Learning.…