| 2026 | COLT | Truly Adapting to Adversarial Constraints in Constrained MABs. | Francesco Emanuele Stradi, Kalana Kalupahana, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2025 | AISTATS | The Sample Complexity of Stackelberg Games. | Francesco Bacchiocchi, Matteo Bollini, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2025 | ICLR | Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization. | Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2025 | ICML | Contract Design Under Approximate Best Responses. | Francesco Bacchiocchi, Jiarui Gan, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2025 | ICML | Learning Adversarial MDPs with Stochastic Hard Constraints. | Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2025 | ICML | Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints. | Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2025 | KDD | Safe Online Bid Optimization with Return on Investment and Budget Constraints. | Matteo Castiglioni, Alessandro Nuara, Giulia Romano, Giorgio Spadaro, Francesco Trov, Nicola Gatti |
| 2024 | AAAI | Online Markov Decision Processes Configuration with Continuous Decision Space. | Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli |
| 2024 | AISTATS | Autoregressive Bandits. | Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli |
| 2024 | COLT | (ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits. | Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli |
| 2024 | ICLR | Learning Optimal Contracts: How to Exploit Small Action Spaces. | Francesco Bacchiocchi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2024 | ICLR | Online Information Acquisition: Hiring Multiple Agents. | Federico Cacciamani, Matteo Castiglioni, Nicola Gatti |
| 2024 | ICML | Graph-Triggered Rising Bandits. | Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli |
| 2024 | ICML | Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints. | Francesco Emanuele Stradi, Jacopo Germano, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2024 | IJCAI | Online Learning with Off-Policy Feedback in Adversarial MDPs. | Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Papini, Alberto Maria Metelli, Nicola Gatti |
| 2024 | IJCAI | Enhancing Manufacturing with AI-powered Process Design. | Gianmarco Genalti, Gabriele Corbo, Tommaso Bianchi, Marco Missaglia, Luca Negri, Andrea Sala, Luca Magri, Giacomo Boracchi, Giovanni Miragliotta, Nicola Gatti |
| 2024 | ICWE | MyLearningTalk: An LLM-Based Intelligent Tutoring System. | Ludovica Piro, Tommaso Bianchi, Luca Alessandrelli, Andrea Chizzola, Daniela Casiraghi, Susanna Sancassani, Nicola Gatti |
| 2023 | AAAI | Dynamic Pricing with Volume Discounts in Online Settings. | Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trov, Marcello Restelli, Nicola Gatti |
| 2023 | ICML | Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion. | Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Francesco Trov, Nicola Gatti |
| 2023 | ICML | Constrained Phi-Equilibria. | Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Francesco Trov, Nicola Gatti |
| 2023 | ICML | Online Mechanism Design for Information Acquisition. | Federico Cacciamani, Matteo Castiglioni, Nicola Gatti |
| 2022 | AAAI | Efficiency of Ad Auctions with Price Displaying. | Matteo Castiglioni, Diodato Ferraioli, Nicola Gatti, Alberto Marchesi, Giulia Romano |
| 2022 | AAAI | Signaling in Posted Price Auctions. | Matteo Castiglioni, Giulia Romano, Alberto Marchesi, Nicola Gatti |
| 2022 | ICML | A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving. | Luca Carminati, Federico Cacciamani, Marco Ciccone, Nicola Gatti |
| 2022 | ICML | Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints. | Martino Bernasconi, Federico Cacciamani, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trov |
| 2022 | IJCAI | Public Signaling in Bayesian Ad Auctions. | Francesco Bacchiocchi, Matteo Castiglioni, Alberto Marchesi, Giulia Romano, Nicola Gatti |
| 2022 | IJCAI | Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts. | Giulia Romano, Andrea Agostini, Francesco Trov, Nicola Gatti, Marcello Restelli |
| 2022 | IJCAI | The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding. | Giulia Romano, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2022 | KDD | Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits. | Marco Mussi, Gianmarco Genalti, Francesco Trov, Alessandro Nuara, Nicola Gatti, Marcello Restelli |
| 2021 | AAAI | Persuading Voters in District-based Elections. | Matteo Castiglioni, Nicola Gatti |
| 2021 | AAAI | Signaling in Bayesian Network Congestion Games: the Subtle Power of Symmetry. | Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Nicola Gatti |
| 2021 | AAAI | Trembling-Hand Perfection and Correlation in Sequential Games. | Alberto Marchesi, Nicola Gatti |
| 2021 | AAAI | Online Posted Pricing with Unknown Time-Discounted Valuations. | Giulia Romano, Gianluca Tartaglia, Alberto Marchesi, Nicola Gatti |
| 2021 | ICML | Multi-Receiver Online Bayesian Persuasion. | Matteo Castiglioni, Alberto Marchesi, Andrea Celli, Nicola Gatti |
| 2021 | ICML | Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results. | Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm |
| 2021 | IJCAI | Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract). | Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti |
| 2020 | AAAI | Persuading Voters: It's Easy to Whisper, It's Hard to Speak Loud. | Matteo Castiglioni, Andrea Celli, Nicola Gatti |
| 2020 | AAAI | Election Control in Social Networks via Edge Addition or Removal. | Matteo Castiglioni, Diodato Ferraioli, Nicola Gatti |
| 2020 | AAAI | Private Bayesian Persuasion with Sequential Games. | Andrea Celli, Stefano Coniglio, Nicola Gatti |
| 2020 | ECAI | Strategic Monitor Placement Against Malicious Flows. | Vincenzo Auletta, Giuseppe De Nittis, Diodato Ferraioli, Nicola Gatti, Domenico Longo |
| 2019 | AAAI | Quasi-Perfect Stackelberg Equilibrium. | Alberto Marchesi, Gabriele Farina, Christian Kroer, Nicola Gatti, Tuomas Sandholm |
| 2019 | IJCAI | Be a Leader or Become a Follower: The Strategy to Commit to with Multiple Leaders. | Matteo Castiglioni, Alberto Marchesi, Nicola Gatti |
| 2019 | IJCAI | Leadership in Congestion Games: Multiple User Classes and Non-Singleton Actions. | Alberto Marchesi, Matteo Castiglioni, Nicola Gatti |
| 2019 | WWW | Dealing with Interdependencies and Uncertainty in Multi-Channel Advertising Campaigns Optimization. | Alessandro Nuara, Nicola Sosio, Francesco Trov, Maria Chiara Zaccardi, Nicola Gatti, Marcello Restelli |
| 2018 | AAAI | Computational Results for Extensive-Form Adversarial Team Games. | Andrea Celli, Nicola Gatti |
| 2018 | AAAI | Computing the Strategy to Commit to in Polymatrix Games. | Giuseppe De Nittis, Alberto Marchesi, Nicola Gatti |
| 2018 | AAAI | A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns. | Alessandro Nuara, Francesco Trov, Nicola Gatti, Marcello Restelli |
| 2018 | IJCAI | Trembling-Hand Perfection in Extensive-Form Games with Commitment. | Gabriele Farina, Alberto Marchesi, Christian Kroer, Nicola Gatti, Tuomas Sandholm |
| 2018 | IJCAI | Leadership in Singleton Congestion Games. | Alberto Marchesi, Stefano Coniglio, Nicola Gatti |
| 2018 | IJCNN | Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback. | Margherita Gasparini, Alessandro Nuara, Francesco Trov, Nicola Gatti, Marcello Restelli |
| 2017 | AAAI | Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms. | Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti |
| 2017 | AAAI | Extensive-Form Perfect Equilibrium Computation in Two-Player Games. | Gabriele Farina, Nicola Gatti |
| 2017 | AAAI | Unimodal Thompson Sampling for Graph-Structured Arms. | Stefano Paladino, Francesco Trov, Marcello Restelli, Nicola Gatti |
| 2017 | IJCAI | Pessimistic Leader-Follower Equilibria with Multiple Followers. | Stefano Coniglio, Nicola Gatti, Alberto Marchesi |
| 2017 | IJCNN | Risk-averse trees for learning from logged bandit feedback. | Francesco Trov, Stefano Paladino, Paolo Simone, Marcello Restelli, Nicola Gatti |
| 2017 | UAI | Regret Minimization Algorithms for the Followers Behaviour Identification in Leadership Games. | Lorenzo Bisi, Giuseppe De Nittis, Francesco Trov, Marcello Restelli, Nicola Gatti |
| 2017 | UAI | On the Complexity of Nash Equilibrium Reoptimization. | Andrea Celli, Alberto Marchesi, Nicola Gatti |
| 2016 | AAAI | A Security Game Combining Patrolling and Alarm-Triggered Responses Under Spatial and Detection Uncertainties. | Nicola Basilico, Giuseppe De Nittis, Nicola Gatti |
| 2016 | AAAI | Ad Auctions and Cascade Model: GSP Inefficiency and Algorithms. | Gabriele Farina, Nicola Gatti |
| 2016 | AAAI | Sequence-Form and Evolutionary Dynamics: Realization Equivalence to Agent Form and Logit Dynamics. | Nicola Gatti, Marcello Restelli |
| 2016 | ECAI | Towards Better Models of Externalities in Sponsored Search Auctions. | Nicola Gatti, Marco Rocco, Paolo Serafino, Carmine Ventre |
| 2016 | ECAI | Budgeted Multi-Armed Bandit in Continuous Action Space. | Francesco Trov, Stefano Paladino, Marcello Restelli, Nicola Gatti |
| 2014 | AAAI | Mechanism Design for Mobile Geo-Location Advertising. | Nicola Gatti, Marco Rocco, Sofia Ceppi, Enrico H. Gerding |
| 2014 | AAAI | Evolutionary Dynamics of Q-Learning over the Sequence Form. | Fabio Panozzo, Nicola Gatti, Marcello Restelli |
| 2013 | AAAI | Efficient Evolutionary Dynamics with Extensive-Form Games. | Nicola Gatti, Fabio Panozzo, Marcello Restelli |
| 2013 | AAAI | Algorithms for Strong Nash Equilibrium with More than Two Agents. | Nicola Gatti, Marco Rocco, Tuomas Sandholm |
| 2013 | AAAI | Strong Nash Equilibrium Is in Smoothed P. | Nicola Gatti, Marco Rocco, Tuomas Sandholm |
| 2012 | AAAI | Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller. | Guido Bonomi, Nicola Gatti, Fabio Panozzo, Marcello Restelli |
| 2012 | AAMAS | Merging multiple information sources in federated sponsored search auctions. | Sofia Ceppi, Enrico H. Gerding, Nicola Gatti |
| 2012 | AAMAS | A truthful learning mechanism for multi-slot sponsored search auctions with externalities. | Nicola Gatti, Alessandro Lazaric, Francesco Trov |
| 2012 | AAMAS | New results on the verification of Nash refinements for extensive-form games. | Nicola Gatti, Fabio Panozzo |
| 2012 | WWW | A revenue sharing mechanism for federated search and advertising. | Marco Brambilla, Sofia Ceppi, Nicola Gatti, Enrico H. Gerding |
| 2012 | UAI | Combining local search techniques and path following for bimatrix games. | Nicola Gatti, Giorgio Patrini, Marco Rocco, Tuomas Sandholm |
| 2011 | AAAI | Automated Abstractions for Patrolling Security Games. | Nicola Basilico, Nicola Gatti |
| 2011 | AAAI | Mechanism Design for Federated Sponsored Search Auctions. | Sofia Ceppi, Nicola Gatti, Enrico H. Gerding |
| 2011 | AAAI | Computing an Extensive-Form Perfect Equilibrium in Two-Player Games. | Nicola Gatti, Claudio Iuliano |
| 2010 | AAAI | Asynchronous Multi-Robot Patrolling against Intrusions in Arbitrary Topologies. | Nicola Basilico, Nicola Gatti, Federico Villa |
| 2010 | AAAI | Mathematical Programming Formulations to Compute Steady States in Two-Player Extensive-Form Games. | Nicola Gatti, Sofia Ceppi, Fabio Panozzo |
| 2010 | ICRA | Moving game theoretical patrolling strategies from theory to practice: An USARSim simulation. | Francesco Amigoni, Nicola Basilico, Nicola Gatti, Alessandro Saporiti, Stefano Troiani |
| 2009 | GLOBECOM | On the Efficiency of a Game Theoretic Approach to Sparse Regenerator Placement in WDM Networks. | Diego Lucerna, Nicola Gatti, Guido Maier, Achille Pattavina |
| 2009 | GLOBECOM | On Spectrum Selection Games in Cognitive Radio Networks. | Ilaria Malanchini, Matteo Cesana, Nicola Gatti |
| 2009 | ICRA | Finding the optimal strategies for robotic patrolling with adversaries in topologically-represented environments. | Francesco Amigoni, Nicola Basilico, Nicola Gatti |
| 2008 | ECAI | Game Theoretical Insights in Strategic Patrolling: Model and Algorithm in Normal-Form. | Nicola Gatti |
| 2006 | ECAI | Alternating-Offers Bargaining Under One-Sided Uncertainty on Deadlines. | Francesco Di Giunta, Nicola Gatti |
| 2006 | ISAIM | Bargaining in Bundle over Multiple Issues in Finite-Horizon Alternating-Offers Protocol. | Francesco Di Giunta, Nicola Gatti |
| 2004 | ICCHP | An Adaptive and Predictive Environment to Support Augmentative and Alternative Communication. | Nicola Gatti, Matteo Matteucci, Licia Sbattella |
| 2002 | MABS | On the Simulation of Multiagent-Based Regulators for Physiological Processes. | Francesco Amigoni, Nicola Gatti |