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Lina Yao — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lina Yao
55
papers ·
2374
citations ·
60
h-index
Commonwealth Scientific and Industrial Research Organisation · Shaoxing University · UNSW Sydney · Ningbo University Affiliated Hospital · Data61
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Most-cited papers
A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions
2021 · 20 citations
Generative Inverse Deep Reinforcement Learning for Online Recommendation
2020 · 2 citations
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications
2022 · 2 citations
Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation
2025 · 1 citations
Diffusion Policies for Risk-Averse Behavior Modeling in Offline Reinforcement Learning
2024 · 1 citations
Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
2023 · 1 citations
Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems
2024 · 1 citations
On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems
2023
On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems
2024
Top co-authors
Xiaocong Chen
· 8
Siyu Wang
· 3
Dietmar Jannach
· 2
Julian McAuley
· 2
Siyu Wang
· 2
Xianzhi Wang
· 2
Aixin Sun
· 1
Can Li
· 1
Guanglin Zhou
· 1
Lei Bai
· 1
Liming Zhu
· 1
Siyu Wang
· 1
Topics
Model-Based RL
Offline RL
Value-Based
Policy Gradient
Exploration
Safe RL
Multi-Agent