Search Results for author: Francesco Bacchiocchi

Found 3 papers, 1 papers with code

Markov Persuasion Processes: Learning to Persuade from Scratch

no code implementations5 Feb 2024 Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

Recently, Markov persuasion processes (MPPs) have been introduced to capture sequential scenarios where a sender faces a stream of myopic receivers in a Markovian environment.

Persuasiveness

Learning Optimal Contracts: How to Exploit Small Action Spaces

no code implementations18 Sep 2023 Francesco Bacchiocchi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

We design an algorithm that learns an approximately-optimal contract with high probability in a number of rounds polynomial in the size of the outcome space, when the number of actions is constant.

Autoregressive Bandits

1 code implementation12 Dec 2022 Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli

Autoregressive processes naturally arise in a large variety of real-world scenarios, including stock markets, sales forecasting, weather prediction, advertising, and pricing.

Decision Making

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