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Shengyi Jiang — most-cited papers & profile · Reinforcement Learning
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Shengyi Jiang
7
papers ·
10
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
2021 · 8 citations
Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement Learning
2022 · 1 citations
ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts
2025
Reinforcement Learning With Sparse-Executing Actions via Sparsity Regularization
2021
$\textAlpha^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning
2024
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
2024
Top co-authors
Yang Yu
· 5
Jing-cheng Pang
· 3
Xu-Hui Liu
· 3
Feng Xu
· 2
Kaiyuan Li
· 1
Ruifeng Chen
· 1
Si-Hang Yang
· 1
Tian-Shuo Liu
· 1
Tian Xu
· 1
Tianyuan Liu
· 1
Xinwei Chen
· 1
Xinyu Zhang
· 1
Topics
Offline RL
Model-Based RL
Exploration
Value-Based
Safe RL
Policy Gradient
Game AI