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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Mojtaba Vaezi

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Open access Sep 2026

A Majorization-Minimization Framework for Activity Detection in Mixed Near-and-Far-Field Random Access

Grant-free random access in massive machine-type communications requires detecting a small active set from length-<inline-formula> <tex-math notation="LaTeX">$L$ </tex-math></inline-formula> uplink pilots received at an <inline-formula> <tex-math notation="LaTeX">$M$ </tex-math></inline-formula>-antenna base station. C...

Xin-Jue Wang, Zhi-Yong Wang, S. A. Vorobyov et al. · 0 citations
2026

Dimension-Independent Multi-Agent DRL for Multi-Cell Interference Mitigation

Multi-agent deep reinforcement learning (DRL) offers a promising framework for inter-cell interference mitigation in multi-cell networks. In such networks, each cell is associated with an agent that learns from its local environment to maximize a reward, such as spectral efficiency. To effectively mitigate inter-cell i...

M. Dahal, Mojtaba Vaezi · 0 citations

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