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Xiaojin Zhu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiaojin Zhu
7
papers ·
112
citations ·
58
h-index
Shanghai University · University of Wisconsin–Madison
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Most-cited papers
Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning
2020 · 37 citations
Adaptive Reward-Poisoning Attacks against Reinforcement Learning
2020 · 34 citations
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments
2021 · 16 citations
Robust Policy Gradient against Strong Data Corruption
2021 · 10 citations
Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks
2020 · 8 citations
Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners
2020 · 6 citations
The Sample Complexity of Teaching-by-Reinforcement on Q-Learning
2020 · 1 citations
Top co-authors
Adish Singla
· 5
Xuezhou Zhang
· 5
Amin Rakhsha
· 3
Yuzhe Ma
· 3
Goran Radanovic
· 2
Rati Devidze
· 2
Joseph L. Austerweil
· 1
Mark K. Ho
· 1
Shubham Kumar Bharti
· 1
Wen Sun
· 1
Yiding Chen
· 1
Yun-Shiuan Chuang
· 1
Topics
Safe RL
Value-Based
Policy Gradient
Offline RL
Exploration
RLHF & Alignment
Model-Based RL
Multi-Agent