Francesco Emanuele Stradi

8 papers · 2024–2026 · 6 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🏆 Grand Slam 🏆 Keyword Champion (2)

Venues

ICML (3) AAAI (1) COLT (1) ICLR (1) IJCAI (1) NeurIPS (1)

Top co-authors

Nicola Gatti (8) Matteo Castiglioni (6) Alberto Marchesi (5) Davide Maran (2) Marcello Restelli (2) Francesco Bacchiocchi (2) Kalana Kalupahana (1) Giuseppe Urso (1) Gianmarco Genalti (1) Pierriccardo Olivieri (1)

Research topics

Mathematics & Optimization (6) Optimization (6) Machine Learning (5) Reinforcement Learning (5) Methods (5) Optimization & Theory (5) Learning Types (4)

Keywords

online learning (5) regret bound (3) bandit feedback (3) sublinear regret (2) policy optimization (2) stochastic reward (2) constraint violation (2) regret (2) multi-armed bandit (2) cmdp (2) adversarial constraint (2) occupancy measure (1) adversarial mdp (1) adversarial markov decision process (1) cumulative constraint violation (1) pessimistic estimator (1) off-policy feedback (1) strong regret (1) primal-dual scheme (1) cumulative positive constraints violation (1)

Papers

Truly Adapting to Adversarial Constraints in Constrained MABs COLT 2026 Learning Adversarial MDPs with Stochastic Hard Constraints ICML 2025 Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization ICLR 2025 Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints ICML 2025 Bandits with Ranking Feedback NeurIPS 2024 Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints ICML 2024 Online Learning with Off-Policy Feedback in Adversarial MDPs IJCAI 2024 Online Markov Decision Processes Configuration with Continuous Decision Space AAAI 2024