| 2024 | ICRA | Automatically designing robot swarms in environments populated by other robots: an experiment in robot shepherding. | David Garzn-Ramos, Mauro Birattari |
| 2024 | IROS | Automatic design of robot swarms that perform composite missions: an approach based on inverse reinforcement learning. | Jeanne Szpirer, David Garzn-Ramos, Mauro Birattari |
| 2023 | ICRA | Show me What you want: Inverse Reinforcement Learning to Automatically Design Robot Swarms by Demonstration. | Ilyes Gharbi, Jonas Kuckling, David Garzn-Ramos, Mauro Birattari |
| 2018 | ICSE | Designing control software for robot swarms: software engineering for the development of automatic design methods. | Darko Bozhinoski, Mauro Birattari |
| 2013 | GECCO | An analysis of post-selection in automatic configuration. | Zhi Yuan, Thomas Sttzle, Marco Antonio Montes de Oca, Hoong Chuin Lau, Mauro Birattari |
| 2012 | AAMAS | Property-driven design for swarm robotics. | Manuele Brambilla, Carlo Pinciroli, Mauro Birattari, Marco Dorigo |
| 2012 | ICFEM | Towards a Formal Verification Methodology for Collective Robotic Systems. | Edmond Gjondrekaj, Michele Loreti, Rosario Pugliese, Francesco Tiezzi, Carlo Pinciroli, Manuele Brambilla, Mauro Birattari, Marco Dorigo |
| 2012 | IROS | "Can ants inspire robots?" Self-organized decision making in robotic swarms. | Arne Brutschy, Alexander Scheidler, Eliseo Ferrante, Marco Dorigo, Mauro Birattari |
| 2010 | PPSN | Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment. | Eliseo Ferrante, Ali Emre Turgut, Nithin Mathews, Mauro Birattari, Marco Dorigo |
| 2009 | ICINCO | Interference Reduction through Task Partitioning in a Robotic Swarm - Or: "Don't you Step on My Blue Suede Shoes!". | Giovanni Pini, Arne Brutschy, Mauro Birattari, Marco Dorigo |
| 2004 | PPSN | Applications Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. | Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Lus Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto |
| 2002 | DIS | Invention vs. Discovery. | Carlotta Piscopo, Mauro Birattari |
| 2002 | GECCO | A Racing Algorithm for Configuring Metaheuristics. | Mauro Birattari, Thomas Sttzle, Lus Paquete, Klaus Varrentrapp |
| 2002 | PATAT | A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem. | Olivia Rossi-Doria, Michael Sampels, Mauro Birattari, Marco Chiarandini, Marco Dorigo, Luca Maria Gambardella, Joshua D. Knowles, Max Manfrin, Monaldo Mastrolilli, Ben Paechter, Lus Paquete, Thomas Sttzle |
| 2000 | ESANN | A multi-steap ahead prediction method based on local dynamic properties. | Gianluca Bontempi, Mauro Birattari |
| 1999 | ICML | Local Learning for Iterated Time-Series Prediction. | Gianluca Bontempi, Mauro Birattari, Hugues Bersini |
| 1998 | ESANN | Lazy learning for control design. | Gianluca Bontempi, Mauro Birattari, Hugues Bersini |