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Hongning Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hongning Wang
33
papers ·
318
citations ·
36
h-index
Sichuan University · Sichuan Center for Disease Control and Prevention
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation
2019 · 44 citations
Reversible Action Design for Combinatorial Optimization with Reinforcement Learning
2021 · 2 citations
Meta Policy Learning for Cold-Start Conversational Recommendation
2022 · 2 citations
Overcoming Reward Overoptimization via Adversarial Policy Optimization with Lightweight Uncertainty Estimation
2024 · 1 citations
Uncertainty-Aware Instance Reweighting for Off-Policy Learning
2023
Does RLHF Scale? Exploring the Impacts From Data, Model, and Method
2024
Top co-authors
Xiaoying Zhang
· 2
Aohan Zeng
· 1
Bo Long
· 1
Fan Yao
· 1
Hang Li
· 1
Hong Xie
· 1
Jean-Francois Ton
· 1
Jian Guan
· 1
Jie Tang
· 1
John C.S. Lui
· 1
Junpu Chen
· 1
Lingfei Wu
· 1
Topics
Model-Based RL
Policy Gradient
Offline RL
Exploration
RLHF & Alignment
Value-Based
Meta-RL