Deep Reinforcement Learning for Mobile Edge Caching: Review, New Features, and Open Issues
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Tao Jiang | Shi Jin | Hao Zhu | Wei Wang | Yang Cao | Shi Jin | Yang Cao | Wei Wang | Tao Jiang | Hao Zhu
[1] Marc Peter Deisenroth,et al. Deep Reinforcement Learning: A Brief Survey , 2017, IEEE Signal Processing Magazine.
[2] Min Sheng,et al. Learning-Based Content Caching and Sharing for Wireless Networks , 2017, IEEE Transactions on Communications.
[3] David Silver,et al. Deep Reinforcement Learning with Double Q-Learning , 2015, AAAI.
[4] Ming Wang,et al. Content-Aware Concurrent Multipath Transfer for High-Definition Video Streaming over Heterogeneous Wireless Networks , 2016, IEEE Transactions on Parallel and Distributed Systems.
[5] Alex Graves,et al. Asynchronous Methods for Deep Reinforcement Learning , 2016, ICML.
[6] Vikram Krishnamurthy,et al. Adaptive Scheme for Caching YouTube Content in a Cellular Network: Machine Learning Approach , 2017, IEEE Access.
[7] Deniz Gündüz,et al. Learning-based optimization of cache content in a small cell base station , 2014, 2014 IEEE International Conference on Communications (ICC).
[8] Mihaela van der Schaar,et al. Trend-Aware Video Caching Through Online Learning , 2016, IEEE Transactions on Multimedia.
[9] M. Draief,et al. Placing dynamic content in caches with small population , 2016, IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications.
[10] Tom Schaul,et al. Dueling Network Architectures for Deep Reinforcement Learning , 2015, ICML.
[11] Yan Zhang,et al. Information Caching Strategy for Cyber Social Computing Based Wireless Networks , 2017, IEEE Transactions on Emerging Topics in Computing.
[12] Wei Wang,et al. Edge Caching at Base Stations With Device-to-Device Offloading , 2017, IEEE Access.
[13] Mehdi Bennis,et al. Living on the edge: The role of proactive caching in 5G wireless networks , 2014, IEEE Communications Magazine.
[14] Shane Legg,et al. Human-level control through deep reinforcement learning , 2015, Nature.
[15] Yan Zhang,et al. Cooperative Content Caching in 5G Networks with Mobile Edge Computing , 2018, IEEE Wireless Communications.