Nicola Gatti

1. Designing Menus of Contracts Efficiently: The Power of Randomization
   2022/02/22 by Matteo Castiglioni, Alberto Marchesi, Castiglioni, Matteo +3 · 4 citations
   Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Law, Economics, and Judicial Systems
2. Learning Optimal Contracts: How to Exploit Small Action Spaces
   2023/09/18 by Francesco Bacchiocchi, Matteo Castiglioni, Bacchiocchi, Francesco +5 · 5 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Optimization and Search Problems
3. Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion
   2023/03/02 by Martino Bernasconi, Bernasconi, Martino, Matteo Castiglioni +9 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
4. Multi-Agent Contract Design: How to Commission Multiple Agents with Individual Outcome
   2023/01/31 by Matteo Castiglioni, Alberto Marchesi, Castiglioni, Matteo +3 · 3 citations
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Complex Systems and Time Series Analysis #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences
5. Bayesian Persuasion Meets Mechanism Design: Going Beyond Intractability with Type Reporting
   2022/02/01 by Matteo Castiglioni, Castiglioni, Matteo, Alberto Marchesi +3 · 2 citations
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems
6. Hidden-Role Games: Equilibrium Concepts and Computation
   2023/08/30 by Luca Carminati, Carminati, Luca, Brian Hu Zhang +7 · 2 citations
   Decision Sciences · Social Sciences · #Game Theory and Applications #Auction Theory and Applications #Experimental Behavioral Economics Studies
7. Extensive-Form Perfect Equilibrium Computation in Two-Player Games
   2016/11/15 by Gabriele Farina, Nicola Gatti, Farina, Gabriele +1 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems
8. Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond
   2025/03/03 by Francesco Bacchiocchi, Matteo Castiglioni, Bacchiocchi, Francesco +5 · 4 citations
   #cs.GT #cs.LG
9. Signaling in Bayesian Network Congestion Games: the Subtle Power of\n Symmetry
   2020/02/12 by Matteo Castiglioni, Andrea Celli, Castiglioni, Matteo +5 · 1 citation
   Decision Sciences · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Opinion Dynamics and Social Influence
10. Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games
    2023/06/08 by Brian Hu Zhang, Gabriele Farina, Zhang, Brian Hu +17 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Sports Analytics and Performance
11. Online Posted Pricing with Unknown Time-Discounted Valuations
    2020/12/10 by Giulia Romano, Gianluca Tartaglia, Romano, Giulia +5 · 1 citation
    Business, Management and Accounting · Decision Sciences · Social Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Experimental Behavioral Economics Studies #FOS: Computer and information sciences
12. Trembling-Hand Perfection and Correlation in Sequential Games
    2020/12/11 by Alberto Marchesi, Marchesi, Alberto, Nicola Gatti +1 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #Decision-Making and Behavioral Economics #Economic theories and models #FOS: Computer and information sciences #Game Theory and Applications
13. Simple Uncoupled No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium
    2021/04/04 by Gabriele Farina, Andrea Celli, Farina, Gabriele +5 · 1 citation
    Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
14. The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding
    2022/04/28 by Giulia Romano, Matteo Castiglioni, Romano, Giulia +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Business, Management and Accounting · #Auction Theory and Applications #Merger and Competition Analysis #Digital Platforms and Economics
15. A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving
    2022/06/18 by Luca Carminati, Carminati, Luca, Federico Cacciamani +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
16. Steering No-Regret Learners to a Desired Equilibrium
    2023/06/08 by Brian Hu Zhang, Gabriele Farina, Zhang, Brian Hu +17 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
17. Increasing revenue in Bayesian posted price auctions through signaling
    2023/08/08 by Matteo Castiglioni, Alberto Marchesi, Giulia Romano +1 · 1 citation
    Decision Sciences · Business, Management and Accounting · #Auction Theory and Applications #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing
18. A Primal-Dual Online Learning Approach for Dynamic Pricing of Sequentially Displayed Complementary Items under Sale Constraints
    2024/07/08 by Francesco Emanuele Stradi, Filippo Cipriani, Stradi, Francesco Emanuele +9 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Auction Theory and Applications #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Supply Chain and Inventory Management
19. Policy optimization for CMDPs with bandit feedback: Best-of-both-worlds and beyond
    2026/07/20 by Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni +2
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Auction Theory and Applications