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Yao Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yao Liu
7
papers ·
50
citations ·
21
h-index
University of South Florida
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Combining Parametric and Nonparametric Models for Off-Policy Evaluation
2019 · 12 citations
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
2020 · 12 citations
When Simple Exploration is Sample Efficient: Identifying Sufficient Conditions for Random Exploration to Yield PAC RL Algorithms
2018 · 6 citations
Offline Policy Optimization with Eligible Actions
2022
Top co-authors
Emma Brunskill
· 4
Finale Doshi-Velez
· 2
Omer Gottesman
· 2
Joseph Futoma
· 1
Leo Anthony Celi
· 1
Scott Sussex
· 1
Sonali Parbhoo
· 1
Yannis Flet-Berliac
· 1
Topics
Offline RL
Value-Based
Exploration
Model-Based RL
Safe RL
Policy Gradient