Inductive biased-deep reinforcement learning methods for flow control: Group-invariant and positional-encoding networks improve learning reproducibility and quality
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DOI: 10.1063/5.0276738
Abstract: Flow control is key to maximize energy efficiency in a wide range of applications. Despite the advancements in deep reinforcement learning (DRL) technology, there are practical difficulties due to computational cost of exploration. Inductive biases,… read more here.
Keywords: group invariant; inductive biased; control; flow control ... See more keywords