Cuimei Liu, Zhenyu Wang, Xin Zhang, Chi Jia, Chuan Lin, Guangjie Han, Yating Zhang, Vol. 20, No. 1, January 31, 2026
10.3837/tiis.2026.01.010

• UAV Network
• Multi-Agent Reinforcement Learning
• Reward estimation and recalibration mechanism
• Online adaptive decision replacement mechanism
• MADDPG

ChengLin Chen, LeJun Zhang, Ran Guo, JuXia Li, Vol. 20, No. 1, January 31, 2026
10.3837/tiis.2026.01.008

• Blockchain
• IoV
• Cross-domain Sharing
• Reinforcement Learning
• Asynchronous Validation

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

Shifa Manihar, Ravindra Patel, Sanjay Agrawal, Vol. 19, No. 10, October 31, 2025
10.3837/tiis.2025.10.010

• Reinforcement Learning
• Stackelberg Game
• Fog Computing
• Resource Allocation
• game theory

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

Xiang Zheng, Jing Zhang, Yichen Lu, Jianguo Qian, Sheng Zhang, Vol. 19, No. 9, September 30, 2025
10.3837/tiis.2025.09.005

• Container Scaling; Large-Scale Data Processing; Multi-Agent Reinforcement Learning; Power Dispatch Automation; Time-Series Forecasting

Minal Ghute, Yogesh Suryawanshi, Vol. 19, No. 7, July 31, 2025
10.3837/tiis.2025.07.012

• Cryptographic Security
• Wireless Communication
• Adversarial Learning
• Federated Homomorphic Encryption
• Reinforcement Learning
• process

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

Hyochan Kim, Jong Hwan Ko, Vol. 19, No. 4, April 30, 2025
10.3837/tiis.2025.04.006

• Deep Learning
• execution agent
• Real-time system
• Reinforcement Learning
• stock trading