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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

Luca Biferale
F. Bonaccorso
M. Buzzicotti
P. C. D. Leoni
K. Gustavsson
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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
A critical assessment of reinforcement learning methods for microswimmer navigation in complex flows
Selim Mecanna
Aurore Loisy
Christophe Eloy
31
0
0
08 May 2025
Fish-inspired tracking of underwater turbulent plumes
Fish-inspired tracking of underwater turbulent plumes
Peter Gunnarson
J. Dabiri
30
4
0
10 Mar 2024
Koopman-Assisted Reinforcement Learning
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
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
Optimizing Airborne Wind Energy with Reinforcement Learning
N. Orzan
C. Leone
A. Mazzolini
J. Oyero
A. Celani
51
5
0
27 Mar 2022
Classifying Turbulent Environments via Machine Learning
Classifying Turbulent Environments via Machine Learning
M. Buzzicotti
F. Bonaccorso
26
0
0
03 Jan 2022
A study of first-passage time minimization via Q-learning in heated gridworlds
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
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
Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number
Francesco Borra
Luca Biferale
M. Cencini
A. Celani
19
21
0
16 Jun 2021
Optimal control of point-to-point navigation in turbulent time-dependent flows using Reinforcement Learning
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
17
21
0
27 Feb 2021
Learning Efficient Navigation in Vortical Flow Fields
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
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
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
Proportional integral derivative controller assisted reinforcement learning for path following by autonomous underwater vehicles
Simen Theie Havenstrom
Camilla Sterud
Adil Rasheed
Omer San
16
3
0
03 Feb 2020
Flow Navigation by Smart Microswimmers via Reinforcement Learning
Flow Navigation by Smart Microswimmers via Reinforcement Learning
S. Colabrese
K. Gustavsson
A. Celani
Luca Biferale
33
156
0
30 Jan 2017