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- W3168977894 abstract "Considering grant-free transmissions in low-power IoT networks with unknown time-frequency distribution of interference, we address the problem of Dynamic Resource Configuration (DRC), which amounts to a Markov decision process. Unfortunately, off-the-shelf methods based on single-objective reinforcement learning cannot guarantee energy-efficient transmission, especially when all frequency-domain channels in a time interval are interfered. Therefore, we propose a novel DRC scheme where configuration policies are optimized with a Multi-Objective Reinforcement Learning (MORL) framework. Numerical results show that the average decision error rate achieved by the MORL-based DRC can be even less than 12% of that yielded by the conventional R-learning-based approach." @default.
- W3168977894 created "2021-06-22" @default.
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- W3168977894 date "2021-07-01" @default.
- W3168977894 modified "2023-10-14" @default.
- W3168977894 title "Dynamic Resource Configuration for Low-Power IoT Networks: A Multi-Objective Reinforcement Learning Method" @default.
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- W3168977894 doi "https://doi.org/10.1109/lcomm.2021.3074756" @default.
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