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20232025
most citedKolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability

33 citations · 38 across the 12 of their papers we have counts for

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cs.AI2025

SAMP-HDRL: Segmented Allocation with Momentum-Adjusted Utility for Multi-agent Portfolio Management via Hierarchical Deep Reinforcement Learning

Xiaotian Ren, Nuerxiati Abudurexiti, Zhengyong Jiang +3

Portfolio optimization in non-stationary markets is challenging due to regime shifts, dynamic correlations, and the limited interpretability of deep reinforcement learning (DRL) po…