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Jiafei Lyu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jiafei Lyu
15
papers ·
54
citations ·
27
h-index
Tianjin University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mildly Conservative Q-Learning for Offline Reinforcement Learning
2022 · 27 citations
Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination
2022 · 11 citations
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
2023 · 3 citations
Normalization Enhances Generalization in Visual Reinforcement Learning
2023 · 3 citations
Exploration and Anti-Exploration with Distributional Random Network Distillation
2024 · 3 citations
State Advantage Weighting for Offline RL
2022 · 2 citations
VLP: Vision-Language Preference Learning for Embodied Manipulation
2025 · 1 citations
Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients
2021 · 1 citations
Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse
2023 · 1 citations
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
2023 · 1 citations
Mind the Model, Not the Agent: The Primacy Bias in Model-based RL
2023 · 1 citations
Exploration by Random Distribution Distillation
2025
Efficient Continuous Control with Double Actors and Regularized Critics
2021
Understanding What Affects the Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence
2024
Top co-authors
Xiu Li
· 11
Zongqing Lu
· 5
Le Wan
· 4
Jiangpeng Yan
· 3
Xiaoteng Ma
· 3
Runze Liu
· 2
Yali Du
· 2
Aicheng Gong
· 1
Chenjia Bai
· 1
Fengshuo Bai
· 1
Guozheng Ma
· 1
Jian Tao
· 1
Topics
Model-Based RL
Offline RL
Exploration
Value-Based
Policy Gradient
Meta-RL
RLHF & Alignment
Safe RL
Multi-Agent
cs.CV