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Alex Nikulkov — most-cited papers & profile · Reinforcement Learning
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Alex Nikulkov
5
papers ·
9
citations ·
3
h-index
Bellevue Hospital Center
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning
2023 · 3 citations
Pearl: A Production-ready Reinforcement Learning Agent
2023 · 2 citations
Offline Reinforcement Learning for Optimizing Production Bidding Policies
2023
Top co-authors
Dmytro Korenkevych
· 3
Zheqing Zhu
· 3
Frank Cheng
· 2
Jalaj Bhandari
· 2
Ruiyang Xu
· 2
Artsiom Balakir
· 1
Daniel Jiang
· 1
Fan Liu
· 1
Hongbo Guo
· 1
Lingnan Gao
· 1
Liyuan Wang
· 1
Rodrigo de Salvo Braz
· 1
Topics
Value-Based
Policy Gradient
Safe RL
Offline RL
Exploration
Model-Based RL