Shikai Luo

1. Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
   2020/02/05 by Chengchun Shi, Shi, Chengchun, Xiaoyu Wang +9 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Mathematics · #Biosimilars and Bioanalytical Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials #Viral Infectious Diseases and Gene Expression in Insects
2. Conformal Off-policy Prediction
   2022/06/14 by Yingying Zhang, Chengchun Shi, Zhang, Yingying +3 · 3 citations
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
3. An Instrumental Variable Approach to Confounded Off-Policy Evaluation
   2022/12/29 by Xu Yang, Xu, Yang, Zhu Jin +7 · 3 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
4. Policy Evaluation for Temporal and/or Spatial Dependent Experiments
   2022/02/22 by Shikai Luo, Ying Yang, Luo, Shikai +9 · 2 citations
   Economics, Econometrics and Finance · Mathematics · #Innovation Policy and R&D #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life
5. Graph-Based Equilibrium Metrics for Dynamic Supply–Demand Systems With Applications to Ride-sourcing Platforms
   2021/03/05 by Fan Zhou, Shikai Luo, Xiaohu Qie +2 · 1 citation
   Business, Management and Accounting · Engineering · Social Sciences · #Sharing Economy and Platforms #Transportation Planning and Optimization #Transportation and Mobility Innovations
6. Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
   2022/01/01 by Chengchun Shi, Shikai Luo, Shi, Chengchun +6 · 1 citation
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Advanced MIMO Systems Optimization
7. Robust Offline Reinforcement learning with Heavy-Tailed Rewards
   2023/10/28 by Jin Zhu, Runzhe Wan, Zhu, Jin +7 · 1 citation
   Decision Sciences · Engineering · #Risk and Portfolio Optimization #Reservoir Engineering and Simulation Methods #Reliability and Maintenance Optimization