Q-Learning Based Joint Energy-Spectral Efficiency Optimization in Multi-Hop Device-to-Device Communication

Reinforcement Learning for Energy Optimization with 5G Communications in Vehicular Social Networks

(2020) Hyebin Park et al.   SENSORS

Weighted Cooperative Reinforcement Learning Based Energy Efficient Autonomous Resource Selection Strategy for Underlay D2D Communication

(2019) sandeepika Sharma et al.   IET Communications

Mobile-Traffic-Aware Offloading for Energy- and Spectral-Efficient Large-Scale D2D-Enabled Cellular Networks

(2019) Guogang Zhao et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both?

(2019) Alessio Zappone et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

5G D2D Networks: Techniques, Challenges, and Future Prospects

(2018) Rafay Iqbal Ansari et al.   IEEE Systems Journal

Disaster Management Using D2D Communication With Power Transfer and Clustering Techniques

(2018) Kamran Ali et al.   IEEE Access

An Autonomous Learning-Based Algorithm for Joint Channel and Power Level Selection by D2D Pairs in Heterogeneous Cellular Networks

(2016) Alia Asheralieva et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Energy-Efficient Resource Allocation for D2D Communications Underlaying Cloud-RAN-Based LTE-A Networks

(2016) Zhenyu Zhou et al.   IEEE Internet of Things Journal

An overview of 3GPP device-to-device proximity services

(2014) Xingqin Lin et al.   IEEE COMMUNICATIONS MAGAZINE

Reinforcement learning based routing in wireless mesh networks

(2013) Mustapha Boushaba et al.   WIRELESS NETWORKS

Experience Replay for Real-Time Reinforcement Learning Control

(2011) Sander Adam et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE