Search Results for author: Qianwen Xu

Found 3 papers, 0 papers with code

Safety-Enhanced Self-Learning for Optimal Power Converter Control

no code implementations7 Dec 2023 Yihao Wan, Qianwen Xu, Tomislav Dragičević

Data-driven learning-based control methods such as reinforcement learning (RL) have become increasingly popular with recent proliferation of the machine learning paradigm.

Model Predictive Control Reinforcement Learning (RL) +1

EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression

no code implementations8 Apr 2022 Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Qianwen Xu, Lihua Xie

WiFi technology has been applied to various places due to the increasing requirement of high-speed Internet access.

Cloud Computing Edge-computing +2

Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study

no code implementations19 Feb 2022 Yuecong Xu, Jianfei Yang, Haozhi Cao, Jianxiong Yin, Zhenghua Chen, XiaoLi Li, Zhengguo Li, Qianwen Xu

While action recognition (AR) has gained large improvements with the introduction of large-scale video datasets and the development of deep neural networks, AR models robust to challenging environments in real-world scenarios are still under-explored.

Action Recognition Autonomous Driving

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