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Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints 1-gen-2024 Francesco Emanuele StradiJacopo GermanoGianmarco GenaltiMatteo CastiglioniAlberto MarchesiNicola Gatti
Autoregressive Bandits 1-gen-2024 Francesco BacchiocchiGianmarco GenaltiDavide MaranMarco MussiMarcello RestelliNicola GattiAlberto Maria Metelli
Increasing revenue in Bayesian posted price auctions through signaling 1-gen-2023 Castiglioni, MatteoMarchesi, AlbertoRomano, GiuliaGatti, Nicola
Multi-Agent Contract Design: How to Commission Multiple Agents with Individual Outcomes 1-gen-2023 Castiglioni, MatteoMarchesi, AlbertoGatti, Nicola
Online Mechanism Design for Information Acquisition 1-gen-2023 Cacciamani F.Castiglioni MatteoGatti N.
Designing menus of contracts efficiently: The power of randomization 1-gen-2023 Matteo CastiglioniAlberto MarchesiNicola Gatti
Constrained Phi-Equilibria 1-gen-2023 Bernasconi Martino.Castiglioni M.Marchesi A.Trovo Francesco.Gatti N.
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion 1-gen-2023 Bernasconi MartinoCastiglioni MatteoMarchesi AlbertoTrovo FrancescoGatti Nicola +
Dynamic Pricing with Volume Discounts in Online Settings 1-gen-2023 M. MussiG. GenaltiA. NuaraF. Trovo'M. RestelliN. Gatti
Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games 1-gen-2023 F. CacciamaniN. Gatti +
Regret minimization in online Bayesian persuasion: Handling adversarial receiver’s types under full and partial feedback models 1-gen-2023 Matteo CastiglioniAndrea CelliAlberto MarchesiNicola Gatti
Public Bayesian Persuasion: Being Almost Optimal and Almost Persuasive 1-gen-2023 Castiglioni, MatteoGatti, Nicola +
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts 1-gen-2022 Romano, GiuliaAgostini, AndreaTrovo, FrancescoGatti, NicolaRestelli, Marcello
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits 1-gen-2022 Mussi M.Genalti G.Trovo F.Nuara A.Gatti N.Restelli M.
The Evolutionary Dynamics of Soft-Max Policy Gradient in Multi-Agent Settings 1-gen-2022 Martino BernasconiFederico CacciamaniNicola GattiFrancesco Trovò +
Bayesian agency: Linear versus tractable contracts 1-gen-2022 Castiglioni, MatteoMarchesi, AlbertoGatti, Nicola
Online joint bid/daily budget optimization of Internet advertising campaigns 1-gen-2022 Nuara A.Trovo F.Gatti N.Restelli M.
Designing Menus of Contracts Efficiently: The Power of Randomization 1-gen-2022 Matteo CastiglioniAlberto MarchesiNicola Gatti
The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding 1-gen-2022 Giulia RomanoMatteo CastiglioniAlberto MarchesiNicola Gatti
A marriage between adversarial team games and 2-player games: enabling abstractions, no-regret learning, and subgame solving 1-gen-2022 Carminati LucaCacciamani FedericoCiccone MarcoGatti Nicola
Sequential Information Design: Learning to Persuade in the Dark 1-gen-2022 Martino BernasconiMatteo CastiglioniAlberto MarchesiNicola GattiFrancesco Trovò
A Unifying Framework for Online Optimization with Long-Term Constraints 1-gen-2022 Matteo CastiglioniAndrea CelliAlberto MarchesiGiulia RomanoNicola Gatti
Signaling in Posted Price Auctions 1-gen-2022 Matteo CastiglioniGiulia RomanoAlberto MarchesiNicola Gatti
Public Signaling in Bayesian Ad Auctions 1-gen-2022 Francesco BacchiocchiMatteo CastiglioniAlberto MarchesiGiulia RomanoNicola Gatti
Bayesian Persuasion Meets Mechanism Design: Going Beyond Intractability with Type Reporting 1-gen-2022 Matteo CastiglioniAlberto MarchesiNicola Gatti
Efficiency of Ad Auctions with Price Displaying 1-gen-2022 Matteo CastiglioniDiodato FerraioliNicola GattiAlberto MarchesiGiulia Romano
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints 1-gen-2022 Martino BernasconiFederico CacciamaniMatteo CastiglioniAlberto MarchesiNicola GattiFrancesco Trovò
Simple Uncoupled No-regret Learning Dynamics for Extensive-form Correlated Equilibrium 1-gen-2022 Andrea CelliAlberto MarchesiNicola Gatti +
Bayesian Agency: Linear versus Tractable Contracts 1-gen-2021 Castiglioni, MatteoMarchesi, AlbertoGatti, Nicola
Learning Probably Approximately Correct Maximin Strategies in Games with Infinite Strategy Spaces 1-gen-2021 Alberto MarchesiFrancesco TrovoNicola Gatti
Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies 1-gen-2021 Federico CacciamaniAndrea CelliMarco CicconeNicola Gatti
Signaling in Bayesian Network Congestion Games: the Subtle Power of Symmetry 1-gen-2021 castiglioni matteoCelli AndreaMarchesi Albertogatti Nicola
Multi-Receiver Online Bayesian Persuasion 1-gen-2021 castiglioni Matteomarchesi Albertocelli AndreaGatti Nicola
Election Manipulation on Social Networks: Seeding, Edge Removal, Edge Addition 1-gen-2021 Castiglioni, MatteoFerraioli, DiodatoGatti, NicolaLandriani, Giulia
Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract) 1-gen-2021 Alberto MarchesiNicola Gatti +
Exploiting Opponents Under Utility Constraints in Sequential Games 1-gen-2021 Martino Bernasconi de LucaFederico CacciamaniNicola GattiAlberto MarchesiFrancesco Trovò +
Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results 1-gen-2021 Celli, AGatti, N +
Persuading Voters in District-based Elections 1-gen-2021 castiglioni matteogatti Nicola
Trembling-Hand Perfection and Correlation in Sequential Games 1-gen-2021 Marchesi A.Gatti N.
Online Posted Pricing with Unknown Time-Discounted Valuations 1-gen-2021 Romano G.Marchesi A.Gatti N. +
Committing to correlated strategies with multiple leaders 1-gen-2021 Castiglioni, MatteoMarchesi, AlbertoGatti, Nicola
Learning Maximin Strategies with Best Arm Identification Techniques 1-gen-2020 Alberto MarchesiFrancesco TrovòNicola Gatti
Computing Correlated Strategies to Commit to with Multiple Leaders 1-gen-2020 Castiglioni M.Marchesi A.Gatti N.
Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces 1-gen-2020 Alberto MarchesiFrancesco TrovòNicola Gatti
Driving exploration by maximum distribution in gaussian process bandits 1-gen-2020 A. NuaraF. TrovòN GattiM. Restelli +
Online Bayesian Persuasion 1-gen-2020 Matteo CastiglioniAndrea CelliAlberto MarchesiNicola Gatti
Strategic monitor placement against malicious flows 1-gen-2020 De Nittis G.Gatti N. +
Bilevel programming methods for computing single-leader-multi-follower equilibria in normal-form and polymatrix games 1-gen-2020 Basilico N.Coniglio S.Gatti N.Marchesi A.
Strong Nash equilibria and mixed strategies 1-gen-2020 Gatti N.Lucchetti R. +
A characterization of quasi-perfect equilibria 1-gen-2020 Gatti N.Marchesi A. +
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