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Dmytro Korenkevych
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2020 – today
- 2024
- [c6]Dmytro Korenkevych
, Frank Cheng
Offline Reinforcement Learning for Optimizing Production Bidding Policies. KDD 2024: 5251-5259 - 2023
- [c5]Ruiyang Xu
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning. RecSys 2023: 955-962 - [i7]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 abs/2305.13747 (2023) - [i6]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 abs/2310.09426 (2023) - [i5]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 abs/2312.03814 (2023)
2010 – 2019
- 2019
- [c4]Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra:
Autoregressive Policies for Continuous Control Deep Reinforcement Learning. IJCAI 2019: 2754-2762 - [i4]Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra:
Autoregressive Policies for Continuous Control Deep Reinforcement Learning. CoRR abs/1903.11524 (2019) - 2018
- [c3]A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra:
Benchmarking Reinforcement Learning Algorithms on Real-World Robots. CoRL 2018: 561-591 - [c2]A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer, James Bergstra:
Setting up a Reinforcement Learning Task with a Real-World Robot. IROS 2018: 4635-4640 - [i3]A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer, James Bergstra:
Setting up a Reinforcement Learning Task with a Real-World Robot. CoRR abs/1803.07067 (2018) - [i2]A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra:
Benchmarking Reinforcement Learning Algorithms on Real-World Robots. CoRR abs/1809.07731 (2018) - 2016
- [i1]Dmytro Korenkevych, Yanbo Xue
Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines. CoRR abs/1611.04528 (2016) - 2012
- [c1]Oleg V. Shylo, Dmytro Korenkevych, Panos M. Pardalos:
Global Equilibrium Search Algorithms for Combinatorial Optimization Problems. PPSN (2) 2012: 277-286
Coauthor Index
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