MS075A Recent Advances in Deep Reinforcement Learning of Complex Dynamical Systems I
MS Corresponding Organizer: Dr. Nicolò Botteghi ( University of Twente , Netherlands )
Chaired by:
Dr. Nicolò Botteghi ( University of Twente , Netherlands ) , Phd. Stefania Fresca ( Politecnico di Milano , Italy )
Dr. Nicolò Botteghi ( University of Twente , Netherlands ) , Phd. Stefania Fresca ( Politecnico di Milano , Italy )
Scheduled presentations:
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Reinforcement Learning of Active Aerodynamics in Wind Tunnel Environments
G. Rigas* -
Turbulent separation bubble control using deep reinforcement learning in pre-exascale machines
B. Font*, F. Alcántara-Ávila, J. Rabault, R. Vinuesa, O. Lehmkuhl -
SINDy-RL: Interpretable and Efficient Reinforcement Learning
N. Zolman*, U. Fasel, N. Kutz, S. Brunton -
Optimizing Thermal Control in Pulsating Jets through Deep Reinforcement Learning
S. Salavatidezfouli*, G. Stabile, G. Rozza -
Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
S. Peitz, J. Stenner*, V. Chidananda -
A proposal of coupling deep reinforcement learning and high-fidelity fluid simulation in separation controls over an airfoil
K. Tan*, K. Asada, T. Tatsukawa, K. Fujii
