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Author

Peng-Cheng Xia

2 papers indexed here

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Conference Aug 2026

Strategy-Aware Federated Split Decision Transformer for Energy-Efficient Cellular Networks

As Fifth Generation (5G) networks evolve toward Sixth Generation (6G), base station energy consumption poses a critical challenge for sustainable wireless infrastructure, demanding intelligent and adaptive resource management strategies. Reinforcement learning (RL) offers a promising approach for such dynamic optimizat...

Xiang Sun, Peng-Cheng Xia, Long-Fei Zhang et al. · 0 citations
Conference Aug 2026

Prompt Multi-Agent Decision Transformer for Energy-Saving Heterogeneous Networks

With the evolution toward sixth-generation (6G) wireless networks, energy efficiency has become a foundational design principle. This paper proposes Prompt Multi-Agent Decision Transformer (PMADT) for energy-efficient sleep mode control in heterogeneous cellular networks. Unlike existing multi-agent decision transforme...

Yuxuan Zhou, Peng-Cheng Xia, Yi-Yang Ni et al. · 0 citations

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