most citedDeep reinforcement transfer learning for active flow control of a 3D square cylinder under state dimension mismatch

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

physics.flu-dyn2024★ 1 cited

Deep reinforcement transfer learning for active flow control of a 3D square cylinder under state dimension mismatch

Lei Yan, Gang Hu, Wenli Chen +1

This paper focuses on developing a deep reinforcement learning (DRL) control strategy to mitigate aerodynamic forces acting on a three dimensional (3D) square cylinder under high R…

cs.LG2023

Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing

Qiulei Wang, Lei Yan, Gang Hu +3

This study proposes a self-learning algorithm for closed-loop cylinder wake control targeting lower drag and lower lift fluctuations with the additional challenge of sparse sensor…