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ORCIDBo Liu 0006
Person information
- affiliation: Auburn University, AL, USA
- affiliation (former): University of Massachusetts, Amherst, MA, USA
Other persons with the same name
- Bo Liu — disambiguation page
- Bo Liu 0001
![[0000-0002-3603-6617]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-3603-6617")
— University of Technology Sydney, School of Computer Science, NSW, Australia (and 3 more) - Bo Liu 0002 — Guangdong University of Technology, School of Automation, Guangzhou, China (and 3 more)
- Bo Liu 0003 — Glyndwr University, Wrexham, UK (and 2 more)
- Bo Liu 0004 — Southeast University, School of Computer Science and Engineering, Nanjing, China
- Bo Liu 0005 — Walmart Global Tech, Mountain View, CA, USA (and 4 more)
- Bo Liu 0007 — North China University of Technology, College of Science, Beijing, China (and 1 more)
- Bo Liu 0008 — Chinese Academy of Sciences, Academy of Mathematics and Systems Science, Center for Forecasting Science, Beijing, China (and 3 more)
- Bo Liu 0009 — Xidian University, International Research Center for Intelligent Perception and Computation, Xi'an, China (and 2 more)
- Bo Liu 0010 — NEC Labs China, Beijing, China
- Bo Liu 0011 — Beijing University of Technology, Faculty of Information Technology, College of Computer Science, Beijing, China
- Bo Liu 0012 — National University of Defense Technology, College of Advanced Interdisciplinary Studies, Changsha, China
- Bo Liu 0013 — Austrian Academy of Sciences, Institute for Quantum Optics and Quantum Information, Vienna, Austria (and 1 more)
- Bo Liu 0014 — National University of Defense Technology, School of Computer Science, Changsha, China
- Bo Liu 0015 — Hong Kong University of Science and Technology, Hong Kong
- Bo Liu 0016 — Qian Xuesen Laboratory of Space Technology, Beijing, China
- Bo Liu 0017 — Harbin Institute of Technology, School of Computer Science and Technology, China
- Bo Liu 0018 — Beijing Institute of Control Engineering, On-Board Computer and Electronic Technology Laboratory, Beijing, China (and 1 more)
- Bo Liu 0019 — Southeast University, School of Electronic Science and Engineering, National ASIC System Engineering Technology Research Center, Nanjing, China
- Bo Liu 0020 — Nanjing University of Information Science and Technology, Institute of Optoelectronics, Nanjing, China (and 1 more)
- Bo Liu 0021 — University of Maryland, College Park, MD, USA
- Bo Liu 0022 — Chongqing University of Posts and Telecommunication, Chongqing Key Laboratory of Signal and Information Processing, Chongqing, China
- Bo Liu 0023 — Harbin Institute of Technology, School of Computer Sciences and Technology, Center for Bioinformatics, Harbin, China
- Bo Liu 0024 — Beijing University of Technology, School of Software Engineering, Beijing, China (and 1 more)
- Bo Liu 0025 — University of Nebraska-Lincoln, Power and Energy Systems Laboratory, Lincoln, NE, USA
- Bo Liu 0026 — Southeast University, National ASIC System Engineering Technology Research Center, Nanjing, China
- Bo Liu 0027 — Beihang University, School of Astronautics, Image Processing Center, Beijing, China
- Bo Liu 0028 — Tianjin University, School of Electrical and Information Engineering, China
- Bo Liu 0029 — University of Tennessee, Department of Electrical Engineering and Computer Science, Center for Ultra-Wide-Area Resilient Electric Energy Transmission Networks, Knoxville, TN, USA
- Bo Liu 0030 — University of Science and Technology Beijing, School of Mechanical Engineering, Beijing, China
- Bo Liu 0031 — Henan University of Science and Technology, Electrical Engineering College, Luoyang, China (and 1 more)
- Bo Liu 0032 — Beijing Jiaotong University, School of Electrical Engineering, Beijing, China
- Bo Liu 0033 — Southwest University, College of Computer and Information Science, RISE - Centre for Research and Innovation in Software Engineering, Chongqing, China (and 1 more)
- Bo Liu 0034 — Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China (and 1 more)
- Bo Liu 0035 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
- Bo Liu 0036 — Northeast Electric Power University, Jilin City, School of Electrical Engineering, China
- Bo Liu 0037 — Army Equipment Department in Shenyang, China
- Bo Liu 0038 — Shenyang Ligong University, School of Automation and Electrical Engineering, China
- Bo Liu 0039 — Chinese Academy of Sciences, Institute of Automation, Beijing, China (and 1 more)
- Bo Liu 0040 — Kansas State University, Department of Electrical and Computer Engineering, Manhattan, KS, USA
- Bo Liu 0041 — King Fahd University of Petroleum and Minerals, Electrical Engineering Department, Dhahran, Saudi Arabia (and 1 more)
- Bo Liu 0042 — University of Texas at Austin, Department of Computer Science, Austin, TX, USA (and 1 more)
- Bo Liu 0043 — Wormpex AI Research, Bellevue, WA, USA (and 2 more)
- Bo Liu 0044 — NVIDIA Corporation, Santa Clara, CA, USA (and 1 more)
- Bo Liu 0045 — South China Normal University, School of Computer Science, Guangzhou, China
- Bo Liu 0046 — Shaanxi Normal University, School of Computer Science, Xi'an, China (and 1 more)
- Bo Liu 0047 — Chongqing University of Posts and Telecommunications, Department of Computer Science and Technology, Chongqing, China (and 1 more)
- Bo Liu 0048 — Jiangsu University, School of Computer Science and Communication Engineering, Zhenjiang, China
- Bo Liu 0049 — Hong Kong Polytechnic University, Department of Computing, Hong Kong
- Bo Liu 0050 — Beijing Jiaotong University, Beijing Key Lab of Traffic Data Analysis and Mining, Beijing, China (and 1 more)
- Bo Liu 0051 — FZI Research Center for Information Technology, Karlsruhe, Germany
- Bo Liu 0052 — PLA University of Science and Technology, College of Command Information Systems, Nanjing, China
- Bo Liu 0053 — Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more)
- Bo Liu 0054 — Xidian University, Academy of Advanced Interdisciplinary Research, Key Laboratory of Intelligent Perception and Image, Xi'an, China
- Bo Liu 0055 — Chinese Academy of Medical Sciences, Institute of Pathogen Biology, Beijing, China (and 1 more)
- Bo Liu 0056 — Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China
- Bo Liu 0057 — Huazhong University of Science and Technology, School of Computer Science and Technology, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, National Engineering Research Center for Big Data Technology and System, Wuhan, China
- Bo Liu 0058 — Stevens Institute of Technology, Department of Electrical and Computer Engineering, Hoboken, NJ, USA
- Bo Liu 0059 — Harbin University of Science and Technology, College of Chemical and Environmental Engineering, Harbin, China
- Bo Liu 0060 — Fujitsu R&D Center, Beijing, China
- Bo Liu 0061 — Beijing Jiaotong University, School of Computer and Information Technology, Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing, China (and 1 more)
- Bo Liu 0062 — Jinan University, Department of Computer Science, Guangzhou, China (and 1 more)
- Bo Liu 0063 — Hikstor Technology Company, Hangzhou, China (and 2 more)
- Bo Liu 0064 — Hebei Academy of Sciences, Shijiazhuang, China
- Bo Liu 0065 — Harbin Institute of Technology, School of Electrical Engineering and Automation, Harbin, China
- Bo Liu 0066 — Harbin Institute of Technology, Space Control and Inertial Technology Research Center, Harbin, China
- Bo Liu 0067 — Southwest Jiaotong University, Faculty of Geosciences and Environmental Engineering, Chengdu, China
- Bo Liu 0068 — East China University of Technology, Faculty of Geomatics, Nanchang, China (and 1 more)
- Bo Liu 0069 — Chinese Academy of Sciences, Institute of Optics and Electronics, Key Laboratory of Science and Technology on Space Optoelectronic Precision Measurement, Chengdu, China (and 1 more)
- Bo Liu 0070 — Shenyang University of Technology, School of Information Science and Engineering, Shenyang, China
- Bo Liu 0071 — Chinese Academy of Sciences, National Space Science Center, Key Laboratory of Electronics and Information Technology for Space System, Beijing, China
- Bo Liu 0072 — Tianjin University, School of Electrical and Information Engineering, Tianjin, China (and 1 more)
- Bo Liu 0073 — Zhejiang Laboratory, Research Center for Optical Fiber Sensing, Hangzhou, China (and 1 more)
- Bo Liu 0074 — Beijing Institute of Technology, School of Mechanical Engineering, Beijing, China
- Bo Liu 0075 — Beijing Institute of Technology, School of Optics and Photonics, Image Engineering & Video Technology Lab, Beijing, China
- Bo Liu 0076 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
- Bo Liu 0077 — Guangzhou City University of Technology, China (and 1 more)
- Bo Liu 0078 — China Construction Capital Holdings Co., China
- Bo Liu 0079 — Beijing University of Posts and Telecommunications, Beijing, China
- Bo Liu 0080 — Peking University, School of Earth and Space Sciences, Institute of Remote Sensing and Geographic Information System, Beijing, China
- Bo Liu 0081 — Xi'an University of Architecture & Technology, School of Civil Engineering, Xi'an, China
- Bo Liu 0082 — Chinese Academy of Sciences, Institute of Atmospheric Physics, Key Laboratory of Middle Atmospheric and Global Environment Observation (LAGEO), Beijing, China
- Bo Liu 0083 — Dalian University of Technology, School of Mechanical Engineering, Dalian, China
- Bo Liu 0084 — Wuhan University, School of Mathematics and Statistics, Wuhan, China (and 1 more)
- Bo Liu 0085 — Macau University of Science and Technology, Faculty of Innovation Engineering, Macao, China (and 1 more)
- Bo Liu 0086 — Nankai University, College of Electronic Information and Optical Engineering, Tianjin, China
- Bo Liu 0087 — Dalian Minzu University, College of Information and Communication Engineering, Dalian, China
- Bo Liu 0088 — Shandong University of Technology, School of Physics and Optoelectronic Engineering, Laboratory of Functional Molecules and Materials, Zibo, China
- Bo Liu 0089 — Shandong University, Shandong Medical Imaging Research Institute, Jinan, China
- Bo Liu 0090 — China University of Mining and Technology, Beijing, China
- Bo Liu 0091 — University of Washington, Global Innovation Exchange, Bellevue, WA, USA
- Bo Liu 0092 — University of Waterloo, David R. Cheriton School of Computer Science, ON, Canada
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2020 – today
- 2022
[j17]Daoming Lyu, Fangkai Yang, Hugh Kwon, Wen Dong, Levent Yilmaz, Bo Liu:
TDM: Trustworthy Decision-Making Via Interpretability Enhancement. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 450-461 (2022)- [c22]Liangliang Xu, Daoming Lyu, Yangchen Pan, Aiwen Jiang, Bo Liu:
TOPS: Transition-Based Volatility-Reduced Policy Search. AAMAS Workshops 2022: 3-47 - [i19]Liangliang Xu, Aiwen Jiang, Daoming Lyu, Bo Liu:
TOPS: Transition-based VOlatility-controlled Policy Search and its Global Convergence. CoRR abs/2201.09857 (2022) - [i18]Daoming Lyu, Bo Liu, Jianshu Chen:
PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent. CoRR abs/2202.00531 (2022) - 2021
- [j16]Qi Wang, Bo Liu, Jianzhe Lin:
Crowd understanding and analysis. IET Image Process. 15(14): 3411-3413 (2021) - [j15]Long Peng, Aiwen Jiang, Haoran Wei, Bo Liu, Mingwen Wang:
Ensemble single image deraining network via progressive structural boosting constraints. Signal Process. Image Commun. 99: 116460 (2021) - [c21]Shangtong Zhang, Bo Liu, Shimon Whiteson:
Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning. AAAI 2021: 10905-10913 - [i17]Daoming Lyu, Fangkai Yang, Hugh Kwon, Wen Dong, Levent Yilmaz, Bo Liu:
TDM: Trustworthy Decision-Making via Interpretability Enhancement. CoRR abs/2108.06080 (2021) - 2020
- [c20]Shangtong Zhang, Bo Liu, Shimon Whiteson:
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values. ICML 2020: 11194-11203 - [c19]Shangtong Zhang, Bo Liu, Hengshuai Yao, Shimon Whiteson:
Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation. ICML 2020: 11204-11213 - [i16]Shangtong Zhang, Bo Liu, Shimon Whiteson:
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values. CoRR abs/2001.11113 (2020) - [i15]Shangtong Zhang, Bo Liu, Shimon Whiteson:
Per-Step Reward: A New Perspective for Risk-Averse Reinforcement Learning. CoRR abs/2004.10888 (2020) - [i14]Bo Liu, Ian Gemp, Mohammad Ghavamzadeh, Ji Liu, Sridhar Mahadevan, Marek Petrik:
Proximal Gradient Temporal Difference Learning: Stable Reinforcement Learning with Polynomial Sample Complexity. CoRR abs/2006.03976 (2020) - [i13]Daoming Lyu, Bo Liu, Matthieu Geist, Wen Dong, Saad Biaz, Qi Wang:
Stable and Efficient Policy Evaluation. CoRR abs/2006.03978 (2020) - [i12]Bo Liu, Sridhar Mahadevan, Ji Liu:
Regularized Off-Policy TD-Learning. CoRR abs/2006.05314 (2020) - [i11]Bo Liu, Ji Liu, Mohammad Ghavamzadeh, Sridhar Mahadevan, Marek Petrik:
Finite-Sample Analysis of GTD Algorithms. CoRR abs/2006.14364 (2020) - [i10]Daoming Lyu, Qi Qi, Mohammad Ghavamzadeh, Hengshuai Yao, Tianbao Yang, Bo Liu:
Variance-Reduced Off-Policy Memory-Efficient Policy Search. CoRR abs/2009.06548 (2020)
2010 – 2019
- 2019
- [j14]Zhanwen Liu, Tao Gao, Fanjie Kong, Ziheng Jiao, Aodong Yang, Shuying Li, Bo Liu:
Restoration algorithm for noisy complex illumination. IET Comput. Vis. 13(2): 224-232 (2019) - [j13]Qi Wang, Jia Wan, Feiping Nie, Bo Liu, Chenggang Yan, Xuelong Li:
Hierarchical Feature Selection for Random Projection. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1581-1586 (2019) - [j12]Daoming Lyu, Bo Liu, Matthieu Geist, Wen Dong, Saad Biaz, Qi Wang:
Stable and Efficient Policy Evaluation. IEEE Trans. Neural Networks Learn. Syst. 30(6): 1831-1840 (2019) - [c18]Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson:
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning. AAAI 2019: 2970-2977 - [c17]Daoming Lyu, Fangkai Yang, Bo Liu, Daesub Yoon:
Logic-Based Sequential Decision-Making. AAAI 2019: 9995-9996 - [c16]Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson:
A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming. ICLP Technical Communications 2019: 182-195 - [i9]Shangtong Zhang, Bo Liu, Hengshuai Yao, Shimon Whiteson:
Provably Convergent Off-Policy Actor-Critic with Function Approximation. CoRR abs/1911.04384 (2019) - 2018
- [j11]Bo Liu, Ian Gemp, Mohammad Ghavamzadeh, Ji Liu, Sridhar Mahadevan, Marek Petrik:
Proximal Gradient Temporal Difference Learning: Stable Reinforcement Learning with Polynomial Sample Complexity. J. Artif. Intell. Res. 63: 461-494 (2018) - [c15]Bo Liu, Ji Liu, Kenan Xiao:
R2PG: Risk-Sensitive and Reliable Policy Gradient. AAAI Workshops 2018: 682-687 - [c14]Fangkai Yang, Steven Gustafson, Alexander Elkholy, Daoming Lyu, Bo Liu:
Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning. GPTP 2018: 209-231 - [c13]Fangkai Yang, Daoming Lyu, Bo Liu, Steven Gustafson:
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making. IJCAI 2018: 4860-4866 - [c12]Tengyang Xie, Bo Liu, Yangyang Xu, Mohammad Ghavamzadeh, Yinlam Chow, Daoming Lyu, Daesub Yoon:
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization. NeurIPS 2018: 1073-1083 - [i8]Fangkai Yang, Daoming Lyu, Bo Liu, Steven Gustafson:
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making. CoRR abs/1804.07779 (2018) - [i7]Bo Liu, Tengyang Xie, Yangyang Xu, Mohammad Ghavamzadeh, Yinlam Chow, Daoming Lyu, Daesub Yoon:
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization. CoRR abs/1809.02292 (2018) - [i6]Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson:
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning. CoRR abs/1811.00090 (2018) - [i5]Bo Liu, Luwan Zhang, Ji Liu:
Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning. CoRR abs/1811.00958 (2018) - [i4]Shangtong Zhang, Borislav Mavrin, Linglong Kong, Bo Liu, Hengshuai Yao:
QUOTA: The Quantile Option Architecture for Reinforcement Learning. CoRR abs/1811.02073 (2018) - 2017
- [j10]Aiwen Jiang, Bo Liu, Ming-Wen Wang:
Deep Multimodal Reinforcement Network with Contextually Guided Recurrent Attention for Image Question Answering. J. Comput. Sci. Technol. 32(4): 738-748 (2017) - [i3]Bo Liu, Daoming Lyu, Wen Dong, Saad Biaz:
O2TD: (Near)-Optimal Off-Policy TD Learning. CoRR abs/1704.05147 (2017) - 2016
- [c11]Deguang Kong, Ji Liu, Bo Liu, Xuan Bao:
Uncorrelated Group LASSO. AAAI 2016: 1765-1771 - [c10]Sadid A. Hasan, Bo Liu, Joey Liu, Ashequl Qadir, Kathy Lee, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri:
Neural Clinical Paraphrase Generation with Attention. ClinicalNLP@COLING 2016 2016: 42-53 - [c9]Bo Liu, Ji Liu, Mohammad Ghavamzadeh, Sridhar Mahadevan, Marek Petrik:
Proximal Gradient Temporal Difference Learning Algorithms. IJCAI 2016: 4195-4199 - [c8]Bo Liu, Luwan Zhang, Ji Liu:
Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application in Sparse Reinforcement Learning. UAI 2016 - 2015
- [c7]Ian Gemp, Sridhar Mahadevan, Bo Liu:
Solving Large Sustainable Supply Chain Networks Using Variational Inequalities. AAAI Workshop: Computational Sustainability 2015 - [c6]Bo Liu, Ji Liu, Mohammad Ghavamzadeh, Sridhar Mahadevan, Marek Petrik:
Finite-Sample Analysis of Proximal Gradient TD Algorithms. UAI 2015: 504-513 - 2014
- [j9]Shuai Li, Yuesheng Lou, Bo Liu:
Bluetooth aided mobile phone localization: A nonlinear neural circuit approach. ACM Trans. Embed. Comput. Syst. 13(4): 78:1-78:15 (2014) - [i2]Sridhar Mahadevan, Bo Liu, Philip S. Thomas, William Dabney, Stephen Giguere, Nicholas Jacek, Ian Gemp, Ji Liu:
Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces. CoRR abs/1405.6757 (2014) - 2013
- [j8]Shuai Li, Yunpeng Wang, Jiguo Yu, Bo Liu:
A nonlinear model to generate the winner-take-all competition. Commun. Nonlinear Sci. Numer. Simul. 18(3): 435-442 (2013) - [j7]Shuai Li, Bo Liu, Baogang Chen, Yuesheng Lou:
Neural network based mobile phone localization using Bluetooth connectivity. Neural Comput. Appl. 23(3-4): 667-675 (2013) - [j6]Shuai Li, Hongzhu Cui, Yangming Li, Bo Liu, Yuesheng Lou:
Decentralized control of collaborative redundant manipulators with partial command coverage via locally connected recurrent neural networks. Neural Comput. Appl. 23(3-4): 1051-1060 (2013) - [j5]Shuai Li, Sanfeng Chen, Bo Liu:
Accelerating a Recurrent Neural Network to Finite-Time Convergence for Solving Time-Varying Sylvester Equation by Using a Sign-Bi-power Activation Function. Neural Process. Lett. 37(2): 189-205 (2013) - [j4]Shuai Li, Bo Liu, Yangming Li:
Selective Positive-Negative Feedback Produces the Winner-Take-All Competition in Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 24(2): 301-309 (2013) - 2012
- [j3]Shuai Li, Sanfeng Chen, Bo Liu, Yangming Li, Yongsheng Liang:
Decentralized kinematic control of a class of collaborative redundant manipulators via recurrent neural networks. Neurocomputing 91: 1-10 (2012) - [j2]Bo Liu, Sanfeng Chen, Shuai Li, Yongsheng Liang:
Intelligent Control of a Sensor-Actuator System via Kernelized Least-Squares Policy Iteration. Sensors 12(3): 2632-2653 (2012) - [j1]Sanfeng Chen, Shuai Li, Bo Liu, Yuesheng Lou, Yongsheng Liang:
Self-Learning Variable Structure Control for a Class of Sensor-Actuator Systems. Sensors 12(5): 6117-6128 (2012) - [c5]Bo Liu, Sridhar Mahadevan, Ji Liu:
Regularized Off-Policy TD-Learning. NIPS 2012: 845-853 - [c4]Sridhar Mahadevan, Bo Liu:
Sparse Q-learning with Mirror Descent. UAI 2012: 564-573 - [i1]Sridhar Mahadevan, Bo Liu:
Sparse Q-learning with Mirror Descent. CoRR abs/1210.4893 (2012) - 2010
- [c3]Bo Liu, Haibo He, Daniel W. Repperger:
Two-time-scale online actor-critic paradigm driven by POMDP. ICNSC 2010: 243-248 - [c2]Haibo He, Bo Liu:
A hierarchical learning architecture with multiple-goal representations based on adaptive dynamic programming. ICNSC 2010: 286-291 - [c1]Sridhar Mahadevan, Bo Liu:
Basis Construction from Power Series Expansions of Value Functions. NIPS 2010: 1540-1548
Coauthor Index
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