Liang Gen, Su Fengyi, Lu Baiyang, Yu Hewei, Vol. 19, No. 10, October 31, 2025
10.3837/tiis.2025.10.019

• Double Deep Q-network
• Deep Reinforcement Learning
• Network Access Control
• Ultra-dense heterogeneous wireless networks (UDHWNs)
• User Preference

Mohammed Aboud Kadhim, Ahmed A. Thabit, Vol. 19, No. 10, October 31, 2025
10.3837/tiis.2025.10.011

• UAV
• RIS
• wireless power transfer
• Internet of Things
• Urban Networks
• Energy Harvesting
• Deep Reinforcement Learning

Zhixiong Xu, Ailing Li, Zongming Guo, Zhiruo Zhao, Qianrui Qi, Xiliang Chen, Vol. 19, No. 7, July 31, 2025
10.3837/tiis.2025.07.002

• Control tasks
• Meta-Learning
• online hyper -parameter adaptation
• Deep Reinforcement Learning

Peng Liu, Hongwei Guo, Qingming Yu, S.P. Raja, Vol. 19, No. 7, July 31, 2025
10.3837/tiis.2025.07.001

• Traditional Chinese medicine
• Psychology health
• Evaluation Method
• Transformer
• Deep Reinforcement Learning

Trang Nguyen T. H., Taejoon Kim, Vol. 19, No. 1, January 31, 2025
10.3837/tiis.2025.01.012

• TDD configuration
• policy gradients
• Proximal Policy Optimization (PPO)
• Resource Allocation
• Deep Reinforcement Learning

Qi Xi, Xiang Zhang, Vol. 18, No. 12, December 31, 2024
10.3837/tiis.2024.12.005

• Internet of Things
• Deep Reinforcement Learning
• Optimized Link State Routing
• Routing Optimization Algorithm
• software defined network

Tianyang Li, Yingnan Han, Xiaolong Li, Vol. 18, No. 3, March 31, 2024
10.3837/tiis.2024.03.002

• charging service
• Cyber-Physical System
• Deep Reinforcement Learning
• EV charging scheduling algorithm
• surge demands.

Yongquan Yang, Cuihua He, Bo Yin, Zhiqiang Wei, Bowei Hong, Vol. 16, No. 6, June 30, 2022
10.3837/tiis.2022.06.006

• Cloud computing
• cloud task scheduling
• Deep Reinforcement Learning
• energy consumption
• proximal policy optimization

Peiqian Liu, Shangchen Xie, Zihao Shen, Hui Wang, Vol. 16, No. 5, May 31, 2022
10.3837/tiis.2022.05.013

• Caching Mechanism
• Deep Reinforcement Learning
• Location Privacy Protection
• Location-based service
• Peer-to-peer network

Chih-Heng Ke, Lia Astuti, Vol. 16, No. 1, January 31, 2022
10.3837/tiis.2022.01.019

• Contention window threshold〖(CW〗_Threshold)
• deep Q-learning network (DQN)
• deep reinforcement learning (DRL)
• smart exponential-threshold-linear backoff algorithm with deep Q-learning network (SETL-DQN)
• wireless networks.