Dmytro Korenkevych

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Boltzmann Machines

Reinforcement Learning

Reward Function

Top Venues

Publications

Dmytro Korenkevych, Frank Cheng, Artsiom Balakir, Alex Nikulkov, Lingnan Gao, Zhihao Cen, Zuobing Xu, Zheqing Zhu
Offline Reinforcement Learning for Optimizing Production Bidding Policies. KDD (2024)
Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych, Fan Liu, Yuchen He, Alex Nikulkov, Zheqing Zhu
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning. RecSys (2023)
Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych, Fan Liu, Yuchen He, Alex Nikulkov, Zheqing Zhu
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning. CoRR (2023)
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
Pearl: A Production-ready Reinforcement Learning Agent. CoRR (2023)
Dmytro Korenkevych, Frank Cheng, Artsiom Balakir, Alex Nikulkov, Lingnan Gao, Zhihao Cen, Zuobing Xu, Zheqing Zhu
Offline Reinforcement Learning for Optimizing Production Bidding Policies. CoRR (2023)
Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra
Autoregressive Policies for Continuous Control Deep Reinforcement Learning. CoRR (2019)
Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra
Autoregressive Policies for Continuous Control Deep Reinforcement Learning. IJCAI (2019)
A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer, James Bergstra
Setting up a Reinforcement Learning Task with a Real-World Robot. IROS (2018)
A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer, James Bergstra
Setting up a Reinforcement Learning Task with a Real-World Robot. CoRR (2018)
A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra
Benchmarking Reinforcement Learning Algorithms on Real-World Robots. CoRL (2018)
A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra
Benchmarking Reinforcement Learning Algorithms on Real-World Robots. CoRR (2018)
Dmytro Korenkevych, Yanbo Xue, Zhengbing Bian, Fabián A. Chudak, William G. Macready, Jason Rolfe, Evgeny Andriyash
Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines. CoRR (2016)
Oleg V. Shylo, Dmytro Korenkevych, Panos M. Pardalos
Global Equilibrium Search Algorithms for Combinatorial Optimization Problems. PPSN (2) (2012)