Yihan Du

1. Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path
   2022/06/06 by Yihan Du, Du, Yihan, Siwei Wang +3 · 3 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
2. Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization
   2024/02/15 by Yihan Du, Anna Winnicki, Du, Yihan +7 · 3 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
3. A New Benchmark for Surface Radiation Products over the East Asia–Pacific Region Retrieved from the Himawari-8/AHI Next-Generation Geostationary Satellite
   2021/10/27 by Husi Letu, Takashi Y. Nakajima, Tianxing Wang +13 · 4 citations
   Environmental Science · Earth and Planetary Sciences · #Atmospheric aerosols and clouds #Meteorological Phenomena and Simulations #Climate variability and models
4. Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback
   2023/07/06 by Yu Chen, Chen, Yu, Yihan Du +9 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Continuous Mean-Covariance Bandits
   2021/02/24 by Yihan Du, Siwei Wang, Du, Yihan +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
6. Branching Reinforcement Learning
   2022/02/16 by Yihan Du, Wei Chen, Du, Yihan +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
7. Dueling Bandits: From Two-dueling to Multi-dueling
   2022/11/16 by Yihan Du, Du, Yihan, Siwei Wang +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics