Tuning metaheuristics a machine learning perspective /

by Birattari, Mauro.
Published 2009

Modular automatic design of collective behaviors for robots endowed with local communication capabilities

by Hasselmann, Ken, Birattari, Mauro
Published in PeerJ Comput Sci (2020)

Off-Policy Evaluation of the Performance of a Robot Swarm: Importance Sampling to Assess Potential Modifications to the Finite-State Machine That Controls the Robots

by Pagnozzi, Federico, Birattari, Mauro
Published in Front Robot AI (2021)

Complexity Measures: Open Questions and Novel Opportunities in the Automatic Design and Analysis of Robot Swarms

by Roli, Andrea, Ligot, Antoine, Birattari, Mauro
Published in Front Robot AI (2019)

Concurrent design of control software and configuration of hardware for robot swarms under economic constraints

by Salman, Muhammad, Ligot, Antoine, Birattari, Mauro
Published in PeerJ Comput Sci (2019)

Iterative improvement in the automatic modular design of robot swarms

by Kuckling, Jonas, Stützle, Thomas, Birattari, Mauro
Published in PeerJ Comput Sci (2020)

Swarm SLAM: Challenges and Perspectives

by Kegeleirs, Miquel, Grisetti, Giorgio, Birattari, Mauro
Published in Front Robot AI (2021)

Automatic modular design of robot swarms using behavior trees as a control architecture

by Ligot, Antoine, Kuckling, Jonas, Bozhinoski, Darko, Birattari, Mauro
Published in PeerJ Comput Sci (2020)

Empirical assessment and comparison of neuro-evolutionary methods for the automatic off-line design of robot swarms

by Hasselmann, Ken, Ligot, Antoine, Ruddick, Julian, Birattari, Mauro
Published in Nat Commun (2021)

Engineering stochastic local search algorithms designing, implementing and analyzing effective heuristics : International Workshop, SLS 2009, Brussels, Belgium, September 3-5, 2009...

by SLS 2009, Stützle, Thomas., Birattari, Mauro., Hoos, Holger H.
Published 2009

Engineering stochastic local search algorithms designing, implementing and analyzing effective heuristics : International Workshop, SLS 2007, Brussels, Belgium, September 6-8, 2007...

by SLS 2007, Stützle, Thomas., Birattari, Mauro., Hoos, Holger H.
Published 2007

Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms

by Salman, Muhammad, Garzón Ramos, David, Hasselmann, Ken, Birattari, Mauro
Published in Front Robot AI (2020)

Automatic Off-Line Design of Robot Swarms: A Manifesto

by Birattari, Mauro, Ligot, Antoine, Bozhinoski, Darko, Brambilla, Manuele, Francesca, Gianpiero, Garattoni, Lorenzo, Garzón Ramos, David, Hasselmann, Ken, Kegeleirs, Miquel, Kuckling, Jonas, Pagnozzi, Federico, Roli, Andrea, Salman, Muhammad, Stützle, Thomas
Published in Front Robot AI (2019)