Alex Nikulkov

According to our database, Alex Nikulkov authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Offline Reinforcement Learning for Optimizing Production Bidding Policies.

Dmytro Korenkevych, Frank Cheng, Artsiom Balakir, Alex Nikulkov, Lingnan Gao, Zhihao Cen, Zuobing Xu, Zheqing Zhu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Pearl: A Production-ready Reinforcement Learning Agent.

Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari, Daniel Jiang, Yi Wan, Yonathan Efroni, Liyuan Wang, Ruiyang Xu, Hongbo Guo, Alex Nikulkov, Dmytro Korenkevych, Ürün Dogan, Frank Cheng, Zheng Wu, Wanqiao Xu

CoRR, 2023

Optimism Based Exploration in Large-Scale Recommender Systems.

Hongbo Guo, Ruben Naeff, Alex Nikulkov, Zheqing Zhu

CoRR, 2023

Klotski: Efficient and Safe Network Migration of Large Production Datacenters.

Yihao Zhao, Xiaoxiang Zhang, Hang Zhu, Ying Zhang, Zhaodong Wang, Yuandong Tian, Alex Nikulkov, Joao Ferreira, Xuanzhe Liu, Xin Jin

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning.

Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych, Fan Liu, Yuchen He, Alex Nikulkov, Zheqing Zhu

Proceedings of the 17th ACM Conference on Recommender Systems, 2023