Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach

Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach

6 May 2025

Papers citing "Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach"

18 / 18 papers shown

Title
UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning Boxiong Wang Hui Kang Jiahui Li Geng Sun Zemin Sun Jiacheng Wang Dusit Niyato 98 3 0 11 Feb 2025
Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning Geng Sun Jian Xiao Jiahui Li Jiacheng Wang Jiawen Kang Dusit Niyato Shiwen Mao 78 3 0 09 Feb 2025
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 232 546 0 30 Apr 2024
UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning Saichao Liu Geng Sun Jiahui Li Shuang Liang Qingqing Wu Pengfei Wang Dusit Niyato 44 6 0 11 Apr 2024
Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning Jiahui Li Geng Sun Qingqing Wu Dusit Niyato Jiawen Kang Abbas Jamalipour Victor C. M. Leung 71 21 0 11 Apr 2024
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing Fuhong Song Huanlai Xing Xinhan Wang Shouxi Luo Penglin Dai Zhiwen Xiao Bowen Zhao 35 55 0 24 Feb 2022
A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP Yucheng Zhao Guangting Wang Chuanxin Tang Chong Luo Wenjun Zeng Zhengjun Zha 64 69 0 30 Aug 2021
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning Yuan Pu Shaochen Wang Rui Yang Xin Yao Bin Li 37 19 0 14 Apr 2021
Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing Liang Wang Kezhi Wang Cunhua Pan Wenyuan Xu N. Aslam A. Nallanathan 52 193 0 10 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 177 4,448 0 07 Nov 2019
Soft Actor-Critic Algorithms and Applications Tuomas Haarnoja Aurick Zhou Kristian Hartikainen George Tucker Sehoon Ha ... Vikash Kumar Henry Zhu Abhishek Gupta Pieter Abbeel Sergey Levine 133 2,425 0 13 Dec 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 172 5,182 0 26 Feb 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 299 8,334 0 04 Jan 2018
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 92 275 0 08 Sep 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 478 19,019 0 20 Jul 2017
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 318 13,237 0 09 Sep 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 560 7,989 0 13 Jun 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 581 12,704 0 11 Dec 2014