Dmytro Korenkevych

According to our database, Dmytro Korenkevych authored at least 8 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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

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

2019

Autoregressive Policies for Continuous Control Deep Reinforcement Learning.

Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Setting up a Reinforcement Learning Task with a Real-World Robot.

A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer, James Bergstra

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Benchmarking Reinforcement Learning Algorithms on Real-World Robots.

A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra

Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2016

Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines.

Dmytro Korenkevych, Yanbo Xue, Zhengbing Bian, Fabián A. Chudak, William G. Macready, Jason Rolfe, Evgeny Andriyash

CoRR, 2016

2012

Global Equilibrium Search Algorithms for Combinatorial Optimization Problems.

Oleg V. Shylo, Dmytro Korenkevych, Panos M. Pardalos

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012