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

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

17 July 2019

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

15 / 15 papers shown

Title
A critical assessment of reinforcement learning methods for microswimmer navigation in complex flows Selim Mecanna Aurore Loisy Christophe Eloy 34 0 0 08 May 2025
Fish-inspired tracking of underwater turbulent plumes Peter Gunnarson J. Dabiri 30 4 0 10 Mar 2024
Koopman-Assisted Reinforcement Learning Preston Rozwood Edward Mehrez Ludger Paehler Wen Sun Steven L. Brunton 40 6 0 04 Mar 2024
Leveraging arbitrary mobile sensor trajectories with shallow recurrent decoder networks for full-state reconstruction Megan R. Ebers Jan P. Williams K. Steele J. Nathan Kutz HAI 21 9 0 20 Jul 2023
Optimizing Airborne Wind Energy with Reinforcement Learning N. Orzan C. Leone A. Mazzolini J. Oyero A. Celani 53 5 0 27 Mar 2022
Classifying Turbulent Environments via Machine Learning M. Buzzicotti F. Bonaccorso 31 0 0 03 Jan 2022
A study of first-passage time minimization via Q-learning in heated gridworlds M. A. Larchenko Pavel Osinenko Grigory Yaremenko V. V. Palyulin 26 4 0 05 Oct 2021
Scientific multi-agent reinforcement learning for wall-models of turbulent flows H. J. Bae Petros Koumoutsakos AI4CE 22 131 0 21 Jun 2021
Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number Francesco Borra Luca Biferale M. Cencini A. Celani 21 21 0 16 Jun 2021
Optimal control of point-to-point navigation in turbulent time-dependent flows using Reinforcement Learning M. Buzzicotti Luca Biferale F. Bonaccorso P. C. D. Leoni K. Gustavsson 22 21 0 27 Feb 2021
Learning Efficient Navigation in Vortical Flow Fields Peter Gunnarson Ioannis Mandralis G. Novati Petros Koumoutsakos J. Dabiri 32 68 0 21 Feb 2021
Automating Turbulence Modeling by Multi-Agent Reinforcement Learning G. Novati Hugues Lascombes de Laroussilhe Petros Koumoutsakos AI4CE 34 15 0 18 May 2020
Controlling Rayleigh-Bénard convection via Reinforcement Learning Gerben Beintema Alessandro Corbetta Luca Biferale F. Toschi AI4CE 27 79 0 31 Mar 2020
Proportional integral derivative controller assisted reinforcement learning for path following by autonomous underwater vehicles Simen Theie Havenstrom Camilla Sterud Adil Rasheed Omer San 21 3 0 03 Feb 2020
Flow Navigation by Smart Microswimmers via Reinforcement Learning S. Colabrese K. Gustavsson A. Celani Luca Biferale 35 156 0 30 Jan 2017