Chang Kyu Lee, Dong Hyun Lee, Junseok Kim, Xiaoying Lei, Seung Hyong Rhee, Vol. 17, No. 3, March 31, 2023
10.3837/tiis.2023.03.019

• 802.11 WLAN
• Q-learning
• backoff algorithm
• Contention Window
• Resource Allocation

Xia. Xie, Zheng Dou, Yabin Zhang, Vol. 16, No. 9, September 30, 2022
10.3837/tiis.2022.09.006

• Reinforcement Learning
• decision-making
• Q-learning
• cognitive radio
• adaptive modulation and coding.

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.

Chen Han, Yingtao Niu, Vol. 13, No. 7, July 30, 2019
10.3837/tiis.2019.07.001

• anti-jamming
• Reinforcement Learning
• Transfer Learning
• Q-Learning algorithm
• decision-making

Weilong Li, Dewei Wu, Jia Du, Yang Zhou, Vol. 11, No. 3, March 30, 2017
10.3837/tiis.2017.03.013

• Place cells
• Q-learning
• spatial cognition
• goal-directed navigation

Youming Sun, Hongxiang Shao, Xin Liu, Jian Zhang, Junfei Qiu, Yuhua Xu, Vol. 9, No. 11, November 29, 2015
10.3837/tiis.2015.11.002

• Small cells
• Stackelberg Game
• Q-learning
• Traffic offloading

Jiamei Chen, Yubin Xu, Lin Ma, Yao Wang, Vol. 7, No. 10, October 28, 2013
10.3837/tiis.2013.10.003

• admission control
• multi-agent Q-learning
• Reinforcement Learning
• heterogeneous wireless network
• resource management