Nikulkov, Alex

1. Offline Reinforcement Learning for Optimizing Production Bidding Policies
   2023/10/13 by Korenkevych, Dmytro, Cheng, Frank, Balakir, Artsiom +5 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Improving Generative Ad Text on Facebook using Reinforcement Learning
   2025/07/29 by Daniel R. Jiang, Jiang, Daniel R., Alex Nikulkov +7 · 1 voice · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
3. Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning
   2023/05/23 by Ruiyang Xu, Jalaj Bhandari, Xu, Ruiyang +11 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR)
4. Evaluating Online Bandit Exploration In Large-Scale Recommender System
   2023/04/05 by Guo, Hongbo, Naeff, Ruben, Nikulkov, Alex +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)