Infomax strategies for an optimal balance between exploration and exploitation. - Gautam Reddy; Antonio Celani; Massimo Vergassola (CoRR, 2016)

The Role of Adaptation in Bacterial Speed Races. - Jérôme Wong-Ng; Anna Melbinger; Antonio Celani; Massimo Vergassola (PLoS Comput. Biol., 2016)

Flow Navigation by Smart Microswimmers via Reinforcement Learning. - Simona Colabrese; Kristian Gustavsson; Antonio Celani; Luca Biferale (CoRR, 2017)

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. - Kristian Gustavsson; Luca Biferale; Antonio Celani; Simona Colabrese (CoRR, 2017)

Glider soaring via reinforcement learning in the field. - Gautam Reddy; Jérôme Wong-Ng; Antonio Celani; Terrence J. Sejnowski; Massimo Vergassola (Nat., 2018)

Learning to flock through reinforcement. - Mihir Durve; Fernando Peruani; Antonio Celani (CoRR, 2019)

Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number. - Francesco Borra; Luca Biferale; Massimo Cencini; Antonio Celani (CoRR, 2021)

Optimizing Airborne Wind Energy with Reinforcement Learning. - Nicole Orzan; Claudio Leone; A. Mazzolini; J. Oyero; Antonio Celani (CoRR, 2022)

Optimal policies for Bayesian olfactory search in turbulent flows. - Robin A. Heinonen; Luca Biferale; Antonio Celani; Massimo Vergassola (CoRR, 2022)

Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning. - Chiara Calascibetta; Luca Biferale; Francesco Borra; Antonio Celani; Massimo Cencini (CoRR, 2022)

Optimal tracking strategies in a turbulent flow. - Chiara Calascibetta; Luca Biferale; Francesco Borra; Antonio Celani; Massimo Cencini (CoRR, 2023)

Harvesting energy from turbulent winds with Reinforcement Learning. - Lorenzo Basile; Maria Grazia Berni; Antonio Celani (CoRR, 2024)

Enhancing collaboration in uncertain environment: Multi-Agent Reinforcement Learning for underwater monitoring. - Alberto Luvisutto; Antonio Celani; Federico Renda; Cesare Stefanini; Giulia De Masi (Expert Syst. Appl., 2025)

Learning to flock in open space by avoiding collisions and staying together. - Martino Brambati; Antonio Celani; Marco Gherardi; Francesco Ginelli (CoRR, 2025)