Hanlin Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Function Approximation

Natural Actor Critic

Reinforcement Learning

Top Venues

Publications

Hanlin Zhu, Baihe Huang, Shaolun Zhang, Michael I. Jordan, Jiantao Jiao, Yuandong Tian, Stuart Russell
Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics. CoRR (2024)
Hanlin Zhu, Baihe Huang, Stuart Russell
On Representation Complexity of Model-based and Model-free Reinforcement Learning. ICLR (2024)
Hanlin Zhu, Banghua Zhu, Jiantao Jiao
Efficient Prompt Caching via Embedding Similarity. CoRR (2024)
Benjamin Plaut, Hanlin Zhu, Stuart Russell
Avoiding Catastrophe in Continuous Spaces by Asking for Help. CoRR (2024)
Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian
Learning Personalized Story Evaluation. CoRR (2023)
Hanlin Zhu, Paria Rashidinejad, Jiantao Jiao
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning. NeurIPS (2023)
Hanlin Zhu, Amy Zhang
Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability. NeurIPS (2023)
Hanlin Zhu, Ruosong Wang, Jason D. Lee
Provably Efficient Reinforcement Learning via Surprise Bound. AISTATS (2023)
Hongfu Shi, Zhihao Ke, Jun Zheng, Yuqing Xiang, Kehong Ren, Peng Lin, Kaiwen Li, Hanlin Zhu, Le Liang, Zigang Deng
An Effective Optimization Method and Implementation of Permanent Magnet Electrodynamic Wheel for Maglev Car. IEEE Trans. Veh. Technol. 72 (7) (2023)
Hanlin Zhu, Paria Rashidinejad, Jiantao Jiao
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning. CoRR (2023)
Hanlin Zhu, Andrew Cohen, Danqing Wang, Kevin Yang, Xiaomeng Yang, Jiantao Jiao, Yuandong Tian
End-to-end Story Plot Generator. CoRR (2023)
Hanlin Zhu, Baihe Huang, Stuart Russell
On Representation Complexity of Model-based and Model-free Reinforcement Learning. CoRR (2023)
Paria Rashidinejad, Hanlin Zhu, Kunhe Yang, Stuart Russell, Jiantao Jiao
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian. ICLR (2023)
Hanlin Zhu, Amy Zhang
Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability. CoRR (2023)
Baihe Huang, Banghua Zhu, Hanlin Zhu, Jason D. Lee, Jiantao Jiao, Michael I. Jordan
Towards Optimal Statistical Watermarking. CoRR (2023)
Hanlin Zhu, Ruosong Wang, Jason D. Lee
Provably Efficient Reinforcement Learning via Surprise Bound. CoRR (2023)
Hanlin Zhu, Yongxin Zhu, Hui Wang, Shihui Wang, Ziwei Liu, Balamurugan Balusamy, Pandi Vijayakumar, Ming Xia
Multiscale deep network based multistep prediction of high-dimensional time series from power transmission systems. Trans. Emerg. Telecommun. Technol. 33 (3) (2022)
Paria Rashidinejad, Hanlin Zhu, Kunhe Yang, Stuart Russell, Jiantao Jiao
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian. CoRR (2022)
Hanlin Zhu, Yifeng He, Yuan Wang, Yan Zhao, Chao Jiang
Mechanically-Guided 4D Printing of Magnetoresponsive Soft Materials across Different Length Scale. Adv. Intell. Syst. 4 (3) (2022)
Hanlin Zhu, Sicheng Zhou, Mengyuan Wang
Forecasting Short-Term Crude Oil Price Movements using Futures Market Dynamics: Crude Oil Forecasting with Futures Market Properties. IC4E (2022)
Cyrus Rashtchian, David P. Woodruff, Peng Ye, Hanlin Zhu
Average-Case Communication Complexity of Statistical Problems. COLT (2021)
Cyrus Rashtchian, David P. Woodruff, Peng Ye, Hanlin Zhu
Average-Case Communication Complexity of Statistical Problems. CoRR (2021)
Jixiang Wan, Wei Ding, Hanlin Zhu, Ming Xia, Zunkai Huang, Li Tian, Yongxin Zhu, Hui Wang
An Efficient Small Traffic Sign Detection Method Based on YOLOv3. J. Signal Process. Syst. 93 (8) (2021)
Hanlin Zhu, Xue Li, Liuyang Sun, Fei He, Zhengtuo Zhao, Lan Luan, Ngoc Mai Tran, Chong Xie
Clustering with Fast, Automated and Reproducible assessment applied to longitudinal neural tracking. CoRR (2020)
Cyrus Rashtchian, David P. Woodruff, Hanlin Zhu
Vector-Matrix-Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems. CoRR (2020)
Cyrus Rashtchian, David P. Woodruff, Hanlin Zhu
Vector-Matrix-Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems. APPROX-RANDOM (2020)
Di Wu, Hanlin Zhu, Yongxin Zhu, Victor Chang, Cong He, Ching-Hsien Hsu, Hui Wang, Songlin Feng, Li Tian, Zunkai Huang
Anomaly Detection Based on RBM-LSTM Neural Network for CPS in Advanced Driver Assistance System. ACM Trans. Cyber Phys. Syst. 4 (3) (2020)
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog. EMNLP/IJCNLP (1) (2019)
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog. CoRR (2019)
Di Wu, Zhanrui Sun, Yongxin Zhu, Li Tian, Hanlin Zhu, Peng Xiong, Zihao Cao, Menglin Wang, Yu Zheng, Chao Xiong, Hao Jiang, Kuen Hung Tsoi, Xinyu Niu, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Wayne Luk
Custom machine learning architectures: towards realtime anomaly detection for flight testing. IPDPS Workshops (2018)
Hanlin Zhu, Yongxin Zhu, Di Wu, Hui Wang, Li Tian, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Jiayi Chen, Tao Liu, Xinyu Niu, Kuen Hung Tsoi, Wayne Luk
Correlation Coefficient Based Cluster Data Preprocessing and LSTM Prediction Model for Time Series Data in Large Aircraft Test Flights. SmartCom (2018)