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most citedFinite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation

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eess.SY2025

Multi-Agent Reinforcement Learning for Decentralized Reservoir Management via Murmuration Intelligence

Heming Fu, Guojun Xiong, Jian Li +1

Conventional centralized water management systems face critical limitations from computational complexity and uncertainty propagation. We present MurmuRL, a novel decentralized fra…