Author

Yang Bao

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#machine learning Preprint Oct 2026

NetRL: Powering Network Decisions via NetGRPO-Driven Reinforcement Learning

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 substantial task-specific redesig...

Ling-Feng Peng, Xiao-Hui Xie, Yang Bao et al. · 0 citations