Yang Guan

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 44

Top Topics

Policy Gradient

Fault Diagnosis

Reinforcement Learning

Chance Constrained

Top Venues

Int. J. Intell. Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yang Guan, Zong Meng, Jimeng Li, Wei Cao, Dengyun Sun, Jingbo Liu, Fengjie Fan
A novel diagnostic framework based on vibration image encoding and multi-scale neural network. Expert Syst. Appl. 251 (2024)
Cheng Niu, Yang Guan, Yuanhao Wu, Juno Zhu, Juntong Song, Randy Zhong, Kaihua Zhu, Siliang Xu, Shizhe Diao, Tong Zhang
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning. CoRR (2024)
Jingliang Duan, Yangang Ren, Fawang Zhang, Jie Li, Shengbo Eben Li, Yang Guan, Keqiang Li
Encoding Distributional Soft Actor-Critic for Autonomous Driving in Multi-Lane Scenarios [Research Frontier] [Research Frontier]. IEEE Comput. Intell. Mag. 19 (2) (2024)
Baiyu Peng, Jingliang Duan, Jianyu Chen, Shengbo Eben Li, Genjin Xie, Congsheng Zhang, Yang Guan, Yao Mu, Enxin Sun
Model-Based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Jie Li, Shengbo Eben Li, Jingliang Duan, Yao Lyu, Wenjun Zou, Yang Guan, Yuming Yin
Relaxed Policy Iteration Algorithm for Nonlinear Zero-Sum Games With Application to H-Infinity Control. IEEE Trans. Autom. Control. 69 (1) (2024)
Yang Guan, Yangang Ren, Qi Sun, Shengbo Eben Li, Haitong Ma, Jingliang Duan, Yifan Dai, Bo Cheng
Integrated Decision and Control: Toward Interpretable and Computationally Efficient Driving Intelligence. IEEE Trans. Cybern. 53 (2) (2023)
Dengyun Sun, Zong Meng, Yang Guan, Jingbo Liu, Wei Cao, Fengjie Fan
Intelligent fault diagnosis scheme for rolling bearing based on domain adaptation in one dimensional feature matching. Appl. Soft Comput. 146 (2023)
Jiaxin Gao, Yang Guan, Wenyu Li, Shengbo Eben Li, Fei Ma, Jianfeng Zheng, Junqing Wei, Bo Zhang, Keqiang Li
Beyond backpropagate through time: Efficient model-based training through time-splitting. Int. J. Intell. Syst. 37 (10) (2022)
Yang Guan, Minghuan Liu, Weijun Hong, Weinan Zhang, Fei Fang, Guangjun Zeng, Yue Lin
PerfectDou: Dominating DouDizhu with Perfect Information Distillation. CoRR (2022)
Yang Guan, Liye Tang, Chuanxiao Li, Shengbo Eben Li, Yangang Ren, Junqing Wei, Bo Zhang, Keqiang Li
Integrated Decision and Control for High-Level Automated Vehicles by Mixed Policy Gradient and Its Experiment Verification. CoRR (2022)
Jingliang Duan, Yang Guan, Shengbo Eben Li, Yangang Ren, Qi Sun, Bo Cheng
Distributional Soft Actor-Critic: Off-Policy Reinforcement Learning for Addressing Value Estimation Errors. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Haitong Ma, Jianyu Chen, Shengbo Eben Li, Ziyu Lin, Yang Guan, Yangang Ren, Sifa Zheng
Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function. CoRR (2021)
Yang Guan, Shengbo Eben Li, Jingliang Duan, Jie Li, Yangang Ren, Qi Sun, Bo Cheng
Direct and indirect reinforcement learning. Int. J. Intell. Syst. 36 (8) (2021)
Jingliang Duan, Yangang Ren, Fawang Zhang, Yang Guan, Dongjie Yu, Shengbo Eben Li, Bo Cheng, Lin Zhao
Encoding Distributional Soft Actor-Critic for Autonomous Driving in Multi-lane Scenarios. CoRR (2021)
Quansheng Xu, Jingbo Liu, Yang Guan, Dengyun Sun, Zong Meng
Match-Extracting Chirplet Transform With Application to Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Baiyu Peng, Yao Mu, Jingliang Duan, Yang Guan, Shengbo Eben Li, Jianyu Chen
Separated Proportional-Integral Lagrangian for Chance Constrained Reinforcement Learning. CoRR (2021)
Yiting Kong, Yang Guan, Jingliang Duan, Shengbo Eben Li, Qi Sun, Bingbing Nie
Decision-Making under On-Ramp merge Scenarios by Distributional Soft Actor-Critic Algorithm. CoRR (2021)
Yang Guan, Zong Meng, Dengyun Sun, Jingbo Liu, Fengjie Fan
2MNet: Multi-sensor and multi-scale model toward accurate fault diagnosis of rolling bearing. Reliab. Eng. Syst. Saf. 216 (2021)
Yang Guan, Jingliang Duan, Shengbo Eben Li, Jie Li, Jianyu Chen, Bo Cheng
Mixed Policy Gradient. CoRR (2021)
Baiyu Peng, Yao Mu, Jingliang Duan, Yang Guan, Shengbo Eben Li, Jianyu Chen
Separated Proportional-Integral Lagrangian for Chance Constrained Reinforcement Learning. IV (2021)
Yang Guan, Yangang Ren, Shengbo Eben Li, Haitong Ma, Jingliang Duan, Bo Cheng
Integrated Decision and Control: Towards Interpretable and Efficient Driving Intelligence. CoRR (2021)
Yuhang Zhang, Yao Mu, Yujie Yang, Yang Guan, Shengbo Eben Li, Qi Sun, Jianyu Chen
Steadily Learn to Drive with Virtual Memory. CoRR (2021)
Haitong Ma, Yang Guan, Shengbo Eben Li, Xiangteng Zhang, Sifa Zheng, Jianyu Chen
Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety. CoRR (2021)
Kaiming Tang, Shengbo Eben Li, Yuming Yin, Yang Guan, Jingliang Duan, Wenhan Cao, Jie Li
Approximate Optimal Filter for Linear Gaussian Time-invariant Systems. CoRR (2021)
Haitong Ma, Jianyu Chen, Shengbo Eben Li, Ziyu Lin, Yang Guan, Yangang Ren, Sifa Zheng
Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function. IROS (2021)
Jianhua Jiang, Yangang Ren, Yang Guan, Shengbo Eben Li, Yuming Yin, Xiaoping Jin
Integrated Decision and Control at Multi-Lane Intersections with Mixed Traffic Flow. CoRR (2021)
Yang Guan, Shengbo Eben Li, Jingliang Duan, Jie Li, Yangang Ren, Qi Sun, Bo Cheng
Cover: International Journal of Intelligent Systems, Volume 36 Issue 8 August 2021. Int. J. Intell. Syst. 36 (8) (2021)
Yang Guan, Yangang Ren, Haitong Ma, Shengbo Eben Li, Qi Sun, Yifan Dai, Bo Cheng
Learn collision-free self-driving skills at urban intersections with model-based reinforcement learning. ITSC (2021)
Baiyu Peng, Yao Mu, Yang Guan, Shengbo Eben Li, Yuming Yin, Jianyu Chen
Model-Based Actor-Critic with Chance Constraint for Stochastic System. CDC (2021)
Baiyu Peng, Jingliang Duan, Jianyu Chen, Shengbo Eben Li, Genjin Xie, Congsheng Zhang, Yang Guan, Yao Mu, Enxin Sun
Model-based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian. CoRR (2021)
Yangang Ren, Jingliang Duan, Shengbo Eben Li, Yang Guan, Qi Sun
Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic. ITSC (2020)
Yangang Ren, Jingliang Duan, Yang Guan, Shengbo Eben Li
Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic. CoRR (2020)
Song Liu, Shengsheng Qian, Yang Guan, Jiawei Zhan, Long Ying
Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval. SIGIR (2020)
Ruyue Han, Yang Guan, Zhibin Yu, Peng Liu, Haiyong Zheng
Underwater Image Enhancement Based on a Spiral Generative Adversarial Framework. IEEE Access 8 (2020)
Qian Liu, Tao Wang, Jie Liu, Yang Guan, Qi Bu, Longfei Yang
CTM: Collaborative Temporal Modeling for Action Recognition. CoRR (2020)
Jingliang Duan, Shengbo Eben Li, Yang Guan, Qi Sun, Bo Cheng
Hierarchical Reinforcement Learning for Self-Driving Decision-Making without Reliance on Labeled Driving Data. CoRR (2020)
Yang Guan, Yangang Ren, Shengbo Eben Li, Qi Sun, Laiquan Luo, Keqiang Li
Centralized Cooperation for Connected and Automated Vehicles at Intersections by Proximal Policy Optimization. IEEE Trans. Veh. Technol. 69 (11) (2020)
Jingliang Duan, Yang Guan, Yangang Ren, Shengbo Eben Li, Bo Cheng
Addressing Value Estimation Errors in Reinforcement Learning with a State-Action Return Distribution Function. CoRR (2020)
Jie Li, Shengbo Eben Li, Yang Guan, Jingliang Duan, Wenyu Li, Yuming Yin
Ternary Policy Iteration Algorithm for Nonlinear Robust Control. CoRR (2020)
Baiyu Peng, Yao Mu, Yang Guan, Shengbo Eben Li, Yuming Yin, Jianyu Chen
Model-Based Actor-Critic with Chance Constraint for Stochastic System. CoRR (2020)
Yang Guan, Yangang Ren, Shengbo Eben Li, Qi Sun, Laiquan Luo, Koji Taguchi, Keqiang Li
Centralized Conflict-free Cooperation for Connected and Automated Vehicles at Intersections by Proximal Policy Optimization. CoRR (2019)
Yang Guan, Shengbo Eben Li, Jingliang Duan, Jie Li, Yangang Ren, Bo Cheng
Direct and indirect reinforcement learning. CoRR (2019)
Yang Guan, Guoyu Yan, Ying Wang, Suiping Jiang
RFID室内实时定位系统的数据滤波方法 (Data Filtration Method for RFID Based Indoor RTLS). 计算机科学 44 (Z11) (2017)
Xiyao Liu, Fangfang Li, Jingyu Du, Yang Guan, Yuesheng Zhu, Beiji Zou
A robust and synthesized-unseen watermarking for the DRM of DIBR-based 3D video. Neurocomputing 222 (2017)
Yang Guan, Yao Xiao, Hao Feng, Chien-Chung Shen, Leonard J. Cimini Jr.
MobiCacher: Mobility-Aware Content Caching in Small-Cell Networks. CoRR (2014)
Yang Guan, Yao Xiao, Leonard J. Cimini Jr., Chien-Chung Shen
Power efficient peer-to-peer streaming to co-located mobile users. CCNC (2014)
Yang Guan, Yao Xiao, Hao Feng, Chien-Chung Shen, Leonard J. Cimini Jr.
MobiCacher: Mobility-aware content caching in small-cell networks. GLOBECOM (2014)
Yang Guan, Yuesheng Zhu, Xiyao Liu, Guibo Luo, Ziqiang Sun, Liming Zhang
A digital blind watermarking scheme based on quantization index modulation in depth map for 3D video. ICARCV (2014)
Yao Xiao, Yang Guan, Leonard J. Cimini Jr., Chien-Chung Shen
Power Efficient User Pairing for Multicasting in Heterogeneous Wireless Networks. MILCOM (2013)
Yao Xiao, Yang Guan, Wei Chen, Chien-Chung Shen, Leonard J. Cimini Jr.
Location-Aware cooperative routing in multihop wireless networks. WCNC (2011)
Yang Guan, Chien-Chung Shen, Justin Yackoski
MAC scheduling for high throughput underwater acoustic networks. WCNC (2011)
Yang Guan, Yao Xiao, Chien-Chung Shen, Leonard J. Cimini Jr.
CSR: Cooperative source routing using virtual MISO in wireless ad hoc networks. WCNC (2011)
Weiqiang Sun, Kan Lin, Yang Guan
Performance Analysis of a Finite Duration Multichannel Delivery Method in IPTV. IEEE Trans. Broadcast. 54 (3) (2008)