Wan, Runzhe

1. Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control
   2020/09/09 by Wan, Runzhe, Zhang, Xinyu, Song, Rui · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Batch Policy Learning in Average Reward Markov Decision Processes
   2020/07/23 by Peng Liao, Liao, Peng, Zhengling Qi +4 · 4 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Machine Learning and Algorithms
3. A Review of Reinforcement Learning in Financial Applications
   2024/11/01 by Bai, Yahui, Gao, Yuhe, Wan, Runzhe +2 · 7 citations
   #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG)
4. Deeply-Debiased Off-Policy Interval Estimation
   2021/05/10 by Shi, Chengchun, Wan, Runzhe, Chernozhukov, Victor +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models
   2021/08/13 by Runzhe Wan, Wan, Runzhe, Ge, Lin +2 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Recommender Systems and Techniques #Gaussian Processes and Bayesian Inference
6. Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
   2020/02/05 by Chengchun Shi, Shi, Chengchun, Runzhe Wan +7 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · Mathematics · #Reinforcement Learning in Robotics #Gene Regulatory Network Analysis #Advanced Causal Inference Techniques
7. Safe Exploration for Efficient Policy Evaluation and Comparison
   2022/02/26 by Wan, Runzhe, Kveton, Branislav, Song, Rui · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. STEEL: Singularity-aware Reinforcement Learning
   2023/01/30 by Chen, Xiaohong, Qi, Zhengling, Wan, Runzhe · 1 citation
   #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
9. Robust Offline Reinforcement learning with Heavy-Tailed Rewards
   2023/10/28 by Jin Zhu, Zhu, Jin, Runzhe Wan +7 · 1 citation
   Decision Sciences · Engineering · #Risk and Portfolio Optimization #Reservoir Engineering and Simulation Methods #Reliability and Maintenance Optimization