In this paper, we investigate several new classes of generalized $\rho$-almost periodic sequences in the multi-dimensional setting. We specifically analyze the class of Levitan $\rho$-almost periodic sequences and the class of remotely $\rho$-almost periodic sequences. We provide many important applications of the established theoretical results to the abstract Volterra difference equations.
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