Search Results - "Distributed neural policy gradient algorithm"

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    Distributed Neural Policy Gradient Algorithm for Global Convergence of Networked Multiagent Reinforcement Learning by Dai, Pengcheng, Mo, Yuanqiu, Yu, Wenwu, Ren, Wei

    ISSN: 0018-9286, 1558-2523
    Published: New York IEEE 01.11.2025
    Published in IEEE transactions on automatic control (01.11.2025)
    “… Different from the existing methods that suffer from poor expression due to linear function approximation, we propose a distributed neural policy gradient algorithm that features two innovatively…”
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    Journal Article