Search Results for author: Andrea Agostini

Found 1 papers, 0 papers with code

Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts

no code implementations1 Jun 2022 Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli

We provide two algorithms to address TP-MAB problems, namely, TP-UCB-FR and TP-UCB-EW, which exploit the partial information disclosed by the reward collected over time.

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