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Nian Si — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nian Si
3
papers ·
0
citations ·
10
h-index
Anhui Agricultural University · Henan Polytechnic University
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Most-cited papers
Non-Rectangular Average-Reward Robust MDPs: Optimal Policies and Their Transient Values
2026
Learning Sequential Decisions from Multiple Sources via Group-Robust Markov Decision Processes
2026
Achieving $ǎrepsilon^-2$ Dependence for Average-Reward Q-Learning with a New Contraction Principle
2026
Top co-authors
Doudou Zhou
· 1
Mingyuan Xu
· 1
Shengbo Wang
· 1
Shengbo Wang
· 1
Tianxi Cai
· 1
Zaiwei Chen
· 1
Zijun Chen
· 1
Zongqi Xia
· 1
Topics
Model-Based RL
Value-Based
Offline RL