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Honghao Wei
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2020 – today
- 2024
- [j5]Qining Zhang, Honghao Wei, Lei Ying:
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis. RLJ 3: 1236-1251 (2024) - [j4]Jin Sha
, Honghao Wei
Principle, Design, and Analysis of a Novel Discrete Pulse Control for Single-Phase Voltage Source Inverter. IEEE Trans. Ind. Electron. 71(6): 5693-5703 (2024) - [j3]Honghao Wei
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems. IEEE Trans. Intell. Transp. Syst. 25(2): 1846-1856 (2024) - [c14]Honghao Wei, Xin Liu, Lei Ying:
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. AAAI 2024: 21708-21716 - [c13]Xin Liu
Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions. MobiHoc 2024: 271-280 - [i12]Honghao Wei, Xiyue Peng, Xin Liu, Arnob Ghosh:
Adversarially Trained Actor Critic for offline CMDPs. CoRR abs/2401.00629 (2024) - [i11]Qining Zhang, Honghao Wei, Lei Ying:
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis. CoRR abs/2406.07455 (2024) - [i10]Xiyue Peng, Hengquan Guo, Jiawei Zhang, Dongqing Zou, Ziyu Shao, Honghao Wei, Xin Liu:
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization. CoRR abs/2410.19933 (2024) - 2023
- [j2]Jin Sha
A Discrete Average Current Mode Control CCM Boost PFC Converter With Hybrid Pulse Train Modulation and Dual Edge Modulation. IEEE Trans. Ind. Electron. 70(10): 10003-10013 (2023) - [c12]Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. AISTATS 2023: 6527-6570 - [c11]Honghao Wei, Xin Liu, Weina Wang, Lei Ying:
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. NeurIPS 2023 - [i9]Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou:
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. CoRR abs/2303.05733 (2023) - [i8]Honghao Wei, Xin Liu, Weina Wang, Lei Ying
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. CoRR abs/2305.16483 (2023) - [i7]Zihan Zhou, Honghao Wei, Lei Ying:
Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs. CoRR abs/2309.15395 (2023) - [i6]Honghao Wei, Xin Liu, Lei Ying:
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. CoRR abs/2312.14470 (2023) - 2022
- [c10]Honghao Wei, Xin Liu, Lei Ying
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. AAAI 2022: 3868-3876 - [c9]Honghao Wei, Xin Liu, Lei Ying
Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. AISTATS 2022: 3274-3307 - [c8]Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
On low-complexity quickest intervention of mutated diffusion processes through local approximation. MobiHoc 2022: 141-150 - [c7]Hengquan Guo, Xin Liu, Honghao Wei, Lei Ying:
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. NeurIPS 2022 - [i5]Qining Zhang, Honghao Wei, Weina Wang, Lei Ying:
On Low-Complexity Quickest Intervention of Mutated Diffusion Processes Through Local Approximation. CoRR abs/2206.04733 (2022) - [i4]Xin Liu, Honghao Wei, Lei Ying
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. CoRR abs/2212.06357 (2022) - 2021
- [c6]Honghao Wei, Lei Ying
FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning. CDC 2021: 1554-1559 - [i3]Honghao Wei, Xin Liu, Lei Ying:
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. CoRR abs/2106.01577 (2021) - 2020
- [i2]Honghao Wei, Lei Ying:
FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning. CoRR abs/2010.01652 (2020)
2010 – 2019
- 2019
- [j1]Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. Proc. ACM Meas. Anal. Comput. Syst. 3(2): 41:1-41:25 (2019) - [c5]Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying:
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. SIGMETRICS (Abstracts) 2019: 79-80 - [i1]Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying:
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. CoRR abs/1903.04887 (2019) - 2017
- [c4]Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie
Beyond the Words: Predicting User Personality from Heterogeneous Information. WSDM 2017: 305-314 - 2016
- [c3]Honghao Wei, Cheng-Kang Hsieh, Longqi Yang, Deborah Estrin:
GroupLink: Group Event Recommendations Using Personal Digital Traces. CSCW Companion 2016: 110-113 - [c2]Cheng-Kang Hsieh, Longqi Yang, Honghao Wei, Mor Naaman
Immersive Recommendation: News and Event Recommendations Using Personal Digital Traces. WWW 2016: 51-62 - 2014
- [c1]Honghao Wei, Yang Yang, Huan Chen, Bin Xu, Jian Li, Miao Jiang, Aiping Lu:
Predicting Health Care Risk with Big Data Drawn from Clinical Physiological Parameters. SMP 2014: 88-98
Coauthor Index
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