Kristian Gustavsson

According to our database, Kristian Gustavsson authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Finite-time Lyapunov exponents of deep neural networks.

L. Storm, Hampus Linander, J. Bec, Kristian Gustavsson, Bernhard Mehlig

CoRR, 2023

2022

Constraints on parameter choices for successful time-series prediction with echo-state networks.

L. Storm, Kristian Gustavsson, Bernhard Mehlig

Mach. Learn. Sci. Technol., December, 2022

Constraints on parameter choices for successful reservoir computing.

L. Storm, Kristian Gustavsson, Bernhard Mehlig

CoRR, 2022

2020

Machine learning for active matter.

Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe

Nat. Mach. Intell., 2020

Optimal Control of Point-to-Point Navigation in Turbulent Time Dependent Flows Using Reinforcement Learning.

Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson

Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

Optimal Control of Point-to-Point Navigation in Turbulent Flows using Reinforcement Learning.

Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson

Proceedings of the 7th Italian Workshop on Artificial Intelligence and Robotics co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020

2019

Zermelo's problem: Optimal point-to-point navigation in 2D turbulent flows using Reinforcement Learning.

Luca Biferale, Fabio Bonaccorso, Michele Buzzicotti, Patricio Clark Di Leoni, Kristian Gustavsson

CoRR, 2019

2017

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning.

Kristian Gustavsson, Luca Biferale, Antonio Celani, Simona Colabrese

CoRR, 2017

Flow Navigation by Smart Microswimmers via Reinforcement Learning.

Simona Colabrese, Kristian Gustavsson, Antonio Celani, Luca Biferale

CoRR, 2017