@INPROCEEDINGS{8683779, author={N. {Kan} and J. {Zou} and K. {Tang} and C. {Li} and N. {Liu} and H. {Xiong}}, booktitle={ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, title={Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming}, year={2019}, volume={}, number={}, pages={4030-4034}, keywords={learning (artificial intelligence);Markov processes;quality of experience;video signal processing;video streaming;deep reinforcement learning-based rate adaptation algorithm;quality of experience;transmitted video quality;time-varying network conditions;scalable FoV method;rate adaptation logic;DRL-based algorithm;optimal video transmission rate;adaptive 360-degree video streaming;Markov decision process;combinatorial explosion;360-degree videos;adaptive streaming;rate adaptation;deep reinforcement learning}, doi={10.1109/ICASSP.2019.8683779}, ISSN={2379-190X}, month={May},}