Nuowen Kan

RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling

Nuowen Kan, Junni Zou, Chenglin Li et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2021 · 79 citations

Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming

Nuowen Kan, Junni Zou, Kexin Tang et al. · 2019 · 44 citations

Artificial Intelligence, Engineering, Machine Learning +13

Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning

Nuowen Kan, Yuankun Jiang, Chenglin Li et al. · Proceedings of the 30th ACM International Conference on Multimedia · 2022 · 38 citations

Artificial Intelligence, Control Policy, Engineering +14

Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control

Nuowen Kan, Chenglin Li, Caiyi Yang et al. · 2021 · 33 citations

Future Throughput, Machine Learning, Engineering +17

Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach

Kexin Tang, Nuowen Kan, Junni Zou et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2020 · 30 citations

Adaptive Video Delivery, Cross-layer Optimization, Multi-cell Wireless Networks +14