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20212026
most citedMarketing Budget Allocation with Offline Constrained Deep Reinforcement Learning

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cs.AI2026

DGA-Muon: Decoupled Geometry-Aligned Adaptive Scaling for Muon

Wenpeng Zhang, Runsheng Yu

While NorMuon has achieved strong empirical performance in pretraining, its underlying adaptive mechanism remains largely heuristic and poorly understood. In this work, we provide…