Stradi, Francesco Emanuele

12 publications

NeurIPS 2025 Data-Dependent Regret Bounds for Constrained MABs Gianmarco Genalti, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

ICML 2025 Learning Adversarial MDPs with Stochastic Hard Constraints Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

NeurIPS 2025 Markov Persuasion Processes: Learning to Persuade from Scratch Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

NeurIPS 2025 No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need! Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Christian Kroer

ICLR 2025 Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

ICML 2025 Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

NeurIPS 2025 Taming Adversarial Constraints in CMDPs Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

NeurIPS 2024 Bandits with Ranking Feedback Davide Maran, Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti, Marcello Restelli

ICMLW 2024 Markov Persuasion Processes: How to Persuade Multiple Agents from Scratch Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti, Alberto Marchesi

ICML 2024 Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints Francesco Emanuele Stradi, Jacopo Germano, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

IJCAI 2024 Online Learning with Off-Policy Feedback in Adversarial MDPs Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Papini, Alberto Maria Metelli, Nicola Gatti

AAAI 2024 Online Markov Decision Processes Configuration with Continuous Decision Space Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli