Evoptool: An extensible toolkit for evolutionary optimization algorithms comparison. - Gabriele Valentini; Luigi Malagò; Matteo Matteucci (IEEE Congress on Evolutionary Computation, 2010)

Introducing ℓ1-regularized logistic regression in Markov Networks based EDAs. - Luigi Malagò; Matteo Matteucci; Gabriele Valentini (IEEE Congress on Evolutionary Computation, 2011)

Optimization by ℓ1-Constrained Markov Fitness Modelling. - Gabriele Valentini; Luigi Malagò; Matteo Matteucci (LION, 2012)

Swarm in a Fly Bottle: Feedback-Based Analysis of Self-organizing Temporary Lock-ins. - Heiko Hamann; Gabriele Valentini (ANTS Conference, 2014)

Self-organized collective decision-making in swarms of autonomous robots. - Gabriele Valentini (AAMAS, 2014)

Self-organized collective decision making: the weighted voter model. - Gabriele Valentini; Heiko Hamann; Marco Dorigo (AAMAS, 2014)

Derivation of a Micro-Macro Link for Collective Decision-Making Systems - Uncover Network Features Based on Drift Measurements. - Heiko Hamann; Gabriele Valentini; Yara Khaluf; Marco Dorigo (PPSN, 2014)

Self-Organized Collective Decision-Making in a 100-Robot Swarm. - Gabriele Valentini; Heiko Hamann; Marco Dorigo (AAAI, 2015)

Efficient Decision-Making in a Self-Organizing Robot Swarm: On the Speed Versus Accuracy Trade-Off. - Gabriele Valentini; Heiko Hamann; Marco Dorigo (AAMAS, 2015)

Spatially targeted communication in decentralized multirobot systems. - Nithin Mathews; Gabriele Valentini; Anders Lyhne Christensen; Rehan O'Grady; Arne Brutschy; Marco Dorigo (Auton. Robots, 2015)

Time-variant feedback processes in collective decision-making systems: influence and effect of dynamic neighborhood sizes. - Gabriele Valentini; Heiko Hamann (Swarm Intell., 2015)

Population Coding: A New Design Paradigm for Embodied Distributed Systems. - Heiko Hamann; Gabriele Valentini; Marco Dorigo (ANTS Conference, 2016)

Collective Perception of Environmental Features in a Robot Swarm. - Gabriele Valentini; Davide Brambilla; Heiko Hamann; Marco Dorigo (ANTS Conference, 2016)

Kilogrid: A modular virtualization environment for the Kilobot robot. - Anthony Antoun; Gabriele Valentini; Etienne Hocquard; Bernát Wiandt; Vito Trianni; Marco Dorigo (IROS, 2016)

Collective decision with 100 Kilobots: speed versus accuracy in binary discrimination problems. - Gabriele Valentini; Eliseo Ferrante; Heiko Hamann; Marco Dorigo (Auton. Agents Multi Agent Syst., 2016)

Inform: A toolkit for information-theoretic analysis of complex systems. - Douglas G. Moore; Gabriele Valentini; Sara Imari Walker; Michael Levin 001 (SSCI, 2017)

The Best-of-n Problem in Robot Swarms: Formalization, State of the Art, and Novel Perspectives. - Gabriele Valentini; Eliseo Ferrante; Marco Dorigo (Frontiers Robotics AI, 2017)

The impact of agent density on scalability in collective systems: noise-induced versus majority-based bistability. - Yara Khaluf; Carlo Pinciroli; Gabriele Valentini; Heiko Hamann (Swarm Intell., 2017)

Achieving Consensus in Robot Swarms - Design and Analysis of Strategies for the best-of- - n - Problem - Gabriele Valentini (Springer, 2017)

Hybrid Control of Swarms for Resource Selection. - Marco Trabattoni; Gabriele Valentini; Marco Dorigo (ANTS Conference, 2018)

Transfer of Information in Collective Decisions by Artificial Agents. - Gabriele Valentini; Douglas G. Moore; Jake R. Hanson; Theodore P. Pavlic; Stephen C. Pratt; Sara Imari Walker (ALIFE, 2018)

Inform: Efficient Information-Theoretic Analysis of Collective Behaviors. - Douglas G. Moore; Gabriele Valentini; Sara Imari Walker; Michael Levin 001 (Frontiers Robotics AI, 2018)

Kilogrid: a novel experimental environment for the Kilobot robot. - Gabriele Valentini; Anthony Antoun; Marco Trabattoni; Bernát Wiandt; Yasumasa Tamura; Etienne Hocquard; Vito Trianni; Marco Dorigo (Swarm Intell., 2018)

How robots in a large group make decisions as a whole? From biological inspiration to the design of distributed algorithms. - Gabriele Valentini (CoRR, 2019)

Quorum sensing without deliberation: biological inspiration for externalizing computation to physical spaces in multi-robot systems. - Theodore P. Pavlic; Jake R. Hanson; Gabriele Valentini; Sara Imari Walker; Stephen C. Pratt (Swarm Intell., 2021)

Collective decision-making in living and artificial systems: editorial. - Andreagiovanni Reina; Eliseo Ferrante; Gabriele Valentini (Swarm Intell., 2021)

Informational architecture across non-living and living collectives. - Hyunju Kim; Gabriele Valentini; Jake R. Hanson; Sara Imari Walker (Theory Biosci., 2021)