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Dreaming Smoothly and Sample Efficiently with Gradient Penalized Latent Dynamics

arXiv cs.LG · 2026-05-25 Cached

GPLD introduces a gradient-penalized latent dynamics regularizer for DreamerV3 to enforce local smoothness in transition learning, improving sample efficiency on continuous control tasks, especially complex locomotion.

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