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Chengzhuo Ni — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Chengzhuo Ni
6
papers ·
42
citations ·
4
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
2021 · 18 citations
Learning to Control in Metric Space with Optimal Regret
2019 · 14 citations
Learning Good State and Action Representations via Tensor Decomposition
2021 · 4 citations
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement
2023 · 2 citations
Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory
2022
Top co-authors
Mengdi Wang
· 4
and Mengdi Wang
· 1
Anru Zhang
· 1
Csaba Szepesvari
· 1
Hui Yuan
· 1
Junyu Zhang
· 1
Kaixuan Huang
· 1
Lin F. Yang
· 1
Minshuo Chen
· 1
Munther Dahleh
· 1
Ruiqi Zhang
· 1
Xuezhou Zhang
· 1
Topics
Model-Based RL
Value-Based
Offline RL
Policy Gradient
Exploration
RLHF & Alignment