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The two authors contribute equally to this work.Corresponding author. The two authors contribute equally to this work.Corresponding author
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By blending physics-informed priors into model-free RL, H-EARS offers a lightweight, linear-complexity approach to significantly boost convergence, stability, and energy efficiency in continuous control tasks.