Yihan Du

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Bandit Problems

Function Approximation

Reinforcement Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization. CoRR (2024)
Yihan Du, R. Srikant, Wei Chen
Cascading Reinforcement Learning. CoRR (2024)
Yuyang Xian, Tianxing Wang, Pei Yu, Yihan Du
To Ignore or Not: Understanding the Influence of Hillshade. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yihan Du, R. Srikant, Wei Chen
Cascading Reinforcement Learning. ICLR (2024)
Yu Chen, Yihan Du, Pihe Hu, Siwei Wang, Desheng Wu, Longbo Huang
Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback. ICLR (2024)
Tianxing Wang, Gaofeng Wang, Chuanye Shi, Yihan Du, Husi Letu, Wanchun Zhang, Huazhu Xue
Errata on "Improved Algorithm to Derive All-Sky Longwave Downward Radiation From Space: Application to Fengyun-4A Measurements". IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yu Chen, Yihan Du, Pihe Hu, Siwei Wang, Desheng Wu, Longbo Huang
Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation. CoRR (2023)
Yihan Du, Siwei Wang, Longbo Huang
Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path. ICLR (2023)
Yihan Du, Tianxing Wang, Yu Zhou, Dahui Li, Shiyao Wang, Yuyang Xian
Upscaling of longwave downward radiation from instantaneous to any temporal scale: Algorithms, validation, and comparison. Int. J. Appl. Earth Obs. Geoinformation 117 (2023)
Nuoya Xiong, Yihan Du, Longbo huang
Provably Safe Reinforcement Learning with Step-wise Violation Constraints. CoRR (2023)
Yihan Du, Wei Chen, Yuko Kuroki, Longbo Huang
Collaborative Pure Exploration in Kernel Bandit. ICLR (2023)
Yihan Du, Longbo Huang, Wen Sun
Multi-task Representation Learning for Pure Exploration in Linear Bandits. ICML (2023)
Tianxing Wang, Gaofeng Wang, Chuanye Shi, Yihan Du, Husi Letu, Wanchun Zhang, Huazhu Xue
Improved Algorithm to Derive All-Sky Longwave Downward Radiation From Space: Application to Fengyun-4A Measurements. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Nuoya Xiong, Yihan Du, Longbo Huang
Provably Safe Reinforcement Learning with Step-wise Violation Constraints. NeurIPS (2023)
Yihan Du, Longbo Huang, Wen Sun
Multi-task Representation Learning for Pure Exploration in Linear Bandits. CoRR (2023)
Yuyang Xian, Tianxing Wang, Wenjie Cheng, Husi Letu, Yihan Du, Wanchun Leng
A Uniform Model for Correcting Shortwave Downward Radiation Over Rugged Terrain at Various Scales. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yihan Du, Wei Chen
Branching Reinforcement Learning. ICML (2022)
Yihan Du, Siwei Wang, Longbo Huang
Dueling Bandits: From Two-dueling to Multi-dueling. CoRR (2022)
Yihan Du, Siwei Wang, Longbo Huang
Risk-Sensitive Reinforcement Learning: Iterated CVaR and the Worst Path. CoRR (2022)
Yihan Du, Wei Chen
Branching Reinforcement Learning. CoRR (2022)
Yihan Du, Yuko Kuroki, Wei Chen
Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback. AAAI (2021)
Yihan Du, Siwei Wang, Longbo Huang
A One-Size-Fits-All Solution to Conservative Bandit Problems. AAAI (2021)
Yihan Du, Yuko Kuroki, Wei Chen
Combinatorial Pure Exploration with Bottleneck Reward Function. NeurIPS (2021)
Yihan Du, Siwei Wang, Zhixuan Fang, Longbo Huang
Continuous Mean-Covariance Bandits. CoRR (2021)
Yihan Du, Yuko Kuroki, Wei Chen
Combinatorial Pure Exploration with Bottleneck Reward Function and its Extension to General Reward Functions. CoRR (2021)
Yihan Du, Wei Chen, Yuko Kuroki, Longbo Huang
Collaborative Pure Exploration in Kernel Bandit. CoRR (2021)
Yihan Du, Siwei Wang, Zhixuan Fang, Longbo Huang
Continuous Mean-Covariance Bandits. NeurIPS (2021)
Yihan Du, Yan Yan, Si Chen, Yang Hua
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation. CoRR (2020)
Wei Chen, Yihan Du, Longbo Huang, Haoyu Zhao
Combinatorial Pure Exploration of Dueling Bandit. CoRR (2020)
Yihan Du, Siwei Wang, Longbo Huang
Dueling Bandits: From Two-dueling to Multi-dueling. AAMAS (2020)
Yihan Du, Siwei Wang, Longbo Huang
A One-Size-Fits-All Solution to Conservative Bandit Problems. CoRR (2020)
Wei Chen, Yihan Du, Yuko Kuroki
Combinatorial Pure Exploration with Partial or Full-Bandit Linear Feedback. CoRR (2020)
Yihan Du, Yan Yan, Si Chen, Yang Hua
Object-adaptive LSTM network for real-time visual tracking with adversarial data augmentation. Neurocomputing 384 (2020)
Wei Chen, Yihan Du, Longbo Huang, Haoyu Zhao
Combinatorial Pure Exploration for Dueling Bandit. ICML (2020)
Xin Lei, Liangyu He, Yixuan Tan, Ken Xingze Wang, Xinggang Wang, Yihan Du, Shanhui Fan, Zongfu Yu
Direct Object Recognition Without Line-of-Sight Using Optical Coherence. CoRR (2019)
Xin Lei, Liangyu He, Yixuan Tan, Ken Xingze Wang, Xinggang Wang, Yihan Du, Shanhui Fan, Zongfu Yu
Direct Object Recognition Without Line-Of-Sight Using Optical Coherence. CVPR (2019)
Yihan Du, Yan Yan, Si Chen, Yang Hua, Hanzi Wang
Object-Adaptive LSTM Network for Visual Tracking. ICPR (2018)