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Jiafei Lyu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jiafei Lyu
40
papers ·
82
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
A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation
2024 · 21 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
Bias-reduced Multi-step Hindsight Experience Replay for Efficient Multi-goal Reinforcement Learning
2021 · 2 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
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
2023 · 1 citations
SEABO: A Simple Search-Based Method for Offline Imitation Learning
2024 · 1 citations
Top co-authors
Xiu Li
· 27
Zongqing Lu
· 9
Kai Yang
· 6
Chenjia Bai
· 5
Jian Tao
· 5
Runze Liu
· 5
Deheng Ye
· 4
Jiangpeng Yan
· 4
Jingwen Yang
· 4
Rui Yang
· 4
Shuang Qiu
· 4
Siyang Gao
· 4
Topics
Model-Based RL
Offline RL
Exploration
cs.LG
Value-Based
Meta-RL
Policy Gradient
RLHF & Alignment
Multi-Agent
Safe RL