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Shikai Luo — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shikai Luo
8
papers ·
10
citations ·
14
h-index
Google Scholar ↗
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Most-cited papers
Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
2022 · 6 citations
Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process
2022 · 2 citations
Pattern Transfer Learning for Reinforcement Learning in Order Dispatching
2021 · 1 citations
A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets
2022 · 1 citations
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
2020
Quantile Off-Policy Evaluation via Deep Conditional Generative Learning
2022
An Instrumental Variable Approach to Confounded Off-Policy Evaluation
2022
Robust Offline Reinforcement learning with Heavy-Tailed Rewards
2023
Top co-authors
Chengchun Shi
· 8
Rui Song
· 4
Hongtu Zhu
· 3
Runzhe Wan
· 3
and Rui Song
· 2
Ge Song
· 1
Hongtu Zhu and Rui Song
· 1
Jieping Ye
· 1
Jin Zhu
· 1
Jin Zhu
· 1
Lan Wang
· 1
Sheng Zhang
· 1
Topics
Offline RL
Value-Based
Model-Based RL
Policy Gradient
Exploration
Meta-RL
Multi-Agent