PPaperPicks

Francesco Emanuele Stradi

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

NeurIPS ×5ICML ×3AAAI ×1COLT ×1ICLR ×1IJCAI ×1

Frequent coauthors

Nicola Gatti
×12
Matteo Castiglioni
×10
Alberto Marchesi
×9
Francesco Bacchiocchi
×3
Gianmarco Genalti
×2
Anna Lunghi
×2
Davide Maran
×2
Marcello Restelli
×2
Kalana Kalupahana
×1
Christian Kroer
×1
Jacopo Germano
×1
Matteo Papini
×1

Papers

  1. Truly Adapting to Adversarial Constraints in Constrained MABs
    COLT 2026 · Francesco Emanuele Stradi,
    Kalana Kalupahana
    ,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  2. Data-Dependent Regret Bounds for Constrained MABs
    NeurIPS 2025 ·
    Gianmarco Genalti
    , Francesco Emanuele Stradi,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  3. Learning Adversarial MDPs with Stochastic Hard Constraints
    ICML 2025 · Francesco Emanuele Stradi,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  4. Markov Persuasion Processes: Learning to Persuade From Scratch
    NeurIPS 2025 ·
    Francesco Bacchiocchi
    , Francesco Emanuele Stradi,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  5. No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!
    NeurIPS 2025 · Francesco Emanuele Stradi,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
    ,
    Christian Kroer
  6. Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization
    ICLR 2025 · Francesco Emanuele Stradi,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  7. Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints
    ICML 2025 · Francesco Emanuele Stradi,
    Anna Lunghi
    ,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  8. Taming Adversarial Constraints in CMDPs
    NeurIPS 2025 · Francesco Emanuele Stradi,
    Anna Lunghi
    ,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  9. Bandits with Ranking Feedback
    NeurIPS 2024 ·
    Davide Maran
    ,
    Francesco Bacchiocchi
    , Francesco Emanuele Stradi,
    Matteo Castiglioni
    ,
    Nicola Gatti
    ,
    Marcello Restelli
  10. Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints
    ICML 2024 · Francesco Emanuele Stradi,
    Jacopo Germano
    ,
    Gianmarco Genalti
    ,
    Matteo Castiglioni
    ,
    Alberto Marchesi
    ,
    Nicola Gatti
  11. Online Learning with Off-Policy Feedback in Adversarial MDPs
    IJCAI 2024 ·
    Francesco Bacchiocchi
    , Francesco Emanuele Stradi,
    Matteo Papini
    ,
    Alberto Maria Metelli
    ,
    Nicola Gatti
  12. Online Markov Decision Processes Configuration with Continuous Decision Space
    AAAI 2024 ·
    Davide Maran
    ,
    Pierriccardo Olivieri
    , Francesco Emanuele Stradi,
    Giuseppe Urso
    ,
    Nicola Gatti
    ,
    Marcello Restelli