Smooth markets: A basic mechanism for organizing gradient-based learners

ICLR, 2020.

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Abstract:

With the success of modern machine learning, it is becoming increasingly important to understand and control how learning algorithms interact. Unfortunately, negative results from game theory show there is little hope of understanding or controlling general n-player games. We therefore introduce smooth markets (SM-games), a class of n-p...More

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