CORDIS Project
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This project explores the development of semi-centralized platforms that balance decentralized learning with centralized objectives. It aims to create frameworks that enhance the efficiency and fairness of online interactions among autonomous learning agents.
In scenarios like online advertising markets and financial exchanges, autonomous, self-interested learning agents engage in strategic interactions via a shared platform.
Platforms typically opt for a passive role, providing the shared infrastructure necessary for the operation of the multi-learner environment, while keeping learning procedures decentralized.
Fully centralized systems can potentially yield superior outcomes by optimizing shared objectives like social welfare, but they are seldom…
UNIVERSITA COMMERCIALE LUIGI BOCCONI
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