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Yanchao Sun — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yanchao Sun
7
papers ·
33
citations ·
29
h-index
Harbin Engineering University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
2021 · 15 citations
Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics
2020 · 14 citations
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL
2020 · 2 citations
Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning
2019 · 1 citations
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies
2024
Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory
2024
Top co-authors
Furong Huang
· 5
Chenghao Deng
· 1
Chris Chow
· 1
Da Huo
· 1
Eric Hanchen Jiang
· 1
Furong Huang
· 1
Han Liu
· 1
Haochen Zhang
· 1
Oscar Hernan Madrid Padilla
· 1
Ruijie Zheng
· 1
Xiangyu Liu
· 1
Xiangyu Yin
· 1
Topics
Model-Based RL
Meta-RL
Safe RL
Multi-Agent
Policy Gradient
Exploration
Value-Based
Game AI