Francesco Trovò

11 papers · 2021–2024 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🗺️ Taxonomy Completionist (19) 🌉 Interdisciplinary Bridge 💎 Century Club (11) 🗃️ Keyword Collector (57)

Conferences

ICML (5) AISTATS (2) NIPS (2) AAAI (1) IJCAI (1)

Top co-authors

Nicola Gatti (7) Alberto Marchesi (6) Martino Bernasconi (5) Marcello Restelli (4) Matteo Castiglioni (4) Alberto Maria Metelli (3) Federico Cacciamani (2) Marco Mussi (2) Martino Bernasconi-de-Luca (1) Andrea Celli (1)

Keywords

online learning (7) regret bound (5) multi-agent system (2) nash equilibrium (2) multi-armed bandit (2) stochastic bandit (2) sequential game (2) computational complexity (1) sample complexity (1) game theory (1) arm selection (1) sequential decision (1) bandit feedback (1) partial feedback (1) constraint satisfaction (1) multi-agent learning (1) sequential decision making (1) upper confidence bound (1) polynomial-time algorithm (1) no-regret learning (1)

Papers

Learning Extensive-Form Perfect Equilibria in Two-Player Zero-Sum Sequential Games AISTATS 2024

Best Arm Identification for Stochastic Rising Bandits ICML 2024

Dissimilarity Bandits AISTATS 2024

Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion ICML 2023

Constrained Phi-Equilibria ICML 2023

Dynamic Pricing with Volume Discounts in Online Settings AAAI 2023

Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022

Sequential Information Design: Learning to Persuade in the Dark NIPS 2022

Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints ICML 2022

Stochastic Rising Bandits ICML 2022

Exploiting Opponents Under Utility Constraints in Sequential Games NIPS 2021