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Nicola Gatti

Automating the loop in traffic incident management on highway

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Mar 15, 2025
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Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond

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Mar 03, 2025
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Best-of-Both-Worlds Policy Optimization for CMDPs with Bandit Feedback

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Oct 03, 2024
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Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization

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Oct 03, 2024
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Bridging Rested and Restless Bandits with Graph-Triggering: Rising and Rotting

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Sep 09, 2024
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A Primal-Dual Online Learning Approach for Dynamic Pricing of Sequentially Displayed Complementary Items under Sale Constraints

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Jul 08, 2024
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Learning Constrained Markov Decision Processes With Non-stationary Rewards and Constraints

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May 23, 2024
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Learning Adversarial MDPs with Stochastic Hard Constraints

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Mar 06, 2024
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Markov Persuasion Processes: Learning to Persuade from Scratch

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Feb 05, 2024
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Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits

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Oct 04, 2023
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