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NetRL: Powering Network Decisions via NetGRPO-Driven Reinforcement Learning

Peng, Lingfeng et al.
arXiv (All) · Papers
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machine-learningnetworking-and-internet-architecture
Network decision-making tasks, including adaptive bitrate streaming, load balancing, and congestion control, require policies to process heterogeneous states and actions while balancing near- and long-term consequences. Existing solutions generalize poorly across network tasks, require substanti
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