… resourceallocation using the actor-critic approximation algorithm. Another work proposes a dynamic … Section 4, hence the model is a continuation of the learning that happened in (s2). …
G Qiao, S Leng, S Maharjan, Y Zhang… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… the connection period within the coverage area of SBSs or in … making and adaptive resource management. Particularly, we … network to provide service continuity and RSUs are randomly …
A Gao, Q Wang, W Liang, Z Ding - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… in continuity rather than other deep reinforcementlearning (… the multiUAV fair communication coverage with the minimum … to tackle the sub-channel allocation in FDMA for 3D trajectory …
L Yang, X Li, M Sun, C Sun - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
… THE oceans cover most of the earth, and there are abun- dant resources waiting to be … However, due to the large number of redundant actions caused by the continuation of discrete …
Y Lu, Y Xiang, Y Huang, B Yu, L Weng, J Liu - Energy, 2023 - Elsevier
… resources has become major challenge for ADS. In this paper, a multi-agent deep reinforcement learning (MADRL) based … Besides, the region ownership of distributed resources is …
L Li, Q Cheng, K Xue, C Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… coverage range and power of the UAV. In [29], the authors proposed an effective multi-objective resourceallocation … It cuts off the continuity of similar training situations afterwards, and …
… contribution can be considered a continuation of the SATAI project [22]. … high-throughput satellite system cp, comprising a single GEO multi-beam satellite providing coverage to a wide …
Q Ye, W Shi, K Qu, H He, W Zhuang… - IEEE Open Journal of …, 2021 - ieeexplore.ieee.org
… radio processing and resourcemanagement functions, eg, … handover to maintain the continuity of task offloading. Radio … a deep reinforcementlearning (DRL)-based framework to learn …
… expert knowledge and high customization to cover all the … for a realworld problem, a natural continuation of this work is to … to spectrum management and resourceallocation in cognitive …