Setting up a Reinforcement Learning Task with a Real-World Robot
Rupam Mahmood, A., Korenkevych, Dmytro, Komer, Brent J., Bergstra, James
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2018)
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2018)
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Conference Proceeding
The Pattern of Longitudinal Change in Serum Creatinine and 90-Day Mortality After Major Surgery
Korenkevych, Dmytro, Ozrazgat-Baslanti, Tezcan, Thottakkara, Paul, Hobson, Charles E, Pardalos, Panos, Momcilovic, Petar, Bihorac, Azra
Published in Annals of surgery (01.06.2016)
Published in Annals of surgery (01.06.2016)
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Journal Article
Offline Reinforcement Learning for Optimizing Production Bidding Policies
Korenkevych, Dmytro, Cheng, Frank, Balakir, Artsiom, Nikulkov, Alex, Gao, Lingnan, Cen, Zhihao, Xu, Zuobing, Zhu, Zheqing
Year of Publication 13.10.2023
Year of Publication 13.10.2023
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Journal Article
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning
Xu, Ruiyang, Bhandari, Jalaj, Korenkevych, Dmytro, Liu, Fan, He, Yuchen, Nikulkov, Alex, Zhu, Zheqing
Year of Publication 23.05.2023
Year of Publication 23.05.2023
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Journal Article
Pearl: A Production-ready Reinforcement Learning Agent
Zhu, Zheqing, Braz, Rodrigo de Salvo, Bhandari, Jalaj, Jiang, Daniel, Wan, Yi, Efroni, Yonathan, Wang, Liyuan, Xu, Ruiyang, Guo, Hongbo, Nikulkov, Alex, Korenkevych, Dmytro, Dogan, Urun, Cheng, Frank, Wu, Zheng, Xu, Wanqiao
Year of Publication 06.12.2023
Year of Publication 06.12.2023
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Journal Article
Autoregressive Policies for Continuous Control Deep Reinforcement Learning
Korenkevych, Dmytro, Mahmood, A. Rupam, Vasan, Gautham, Bergstra, James
Year of Publication 27.03.2019
Year of Publication 27.03.2019
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Journal Article
Setting up a Reinforcement Learning Task with a Real-World Robot
Mahmood, A. Rupam, Korenkevych, Dmytro, Komer, Brent J, Bergstra, James
Year of Publication 19.03.2018
Year of Publication 19.03.2018
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Journal Article
Systems and methods for analog processing of problem graphs having arbitrary size and/or connectivity
Xue, Yanbo, Thom, Murray C, Israel, Robert B, Bian, Zhengbing, Roy, Aidan P, Macready, William G, Korenkevych, Dmytro, Boothby, Kelly T. R, Yarkoni, Sheir, Chudak, Fabian A
Year of Publication 16.07.2024
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Year of Publication 16.07.2024
Patent
Benchmarking Reinforcement Learning Algorithms on Real-World Robots
Mahmood, A. Rupam, Korenkevych, Dmytro, Vasan, Gautham, Ma, William, Bergstra, James
Year of Publication 20.09.2018
Year of Publication 20.09.2018
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Journal Article
Systems and methods for machine learning using adiabatic quantum computers
Macready, William G, Rolfe, Jason, Korenkevych, Dmytro, Ranjbar, Mani, Raymond, Jack R
Year of Publication 09.08.2022
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Year of Publication 09.08.2022
Patent
SYSTEMS AND METHODS FOR ANALOG PROCESSING OF PROBLEM GRAPHS HAVING ARBITRARY SIZE AND/OR CONNECTIVITY
Xue, Yanbo, Thom, Murray C, Israel, Robert B, Bian, Zhengbing, Roy, Aidan P, Macready, William G, Korenkevych, Dmytro, Boothby, Kelly T. R, Yarkoni, Sheir, Chudak, Fabian A
Year of Publication 30.11.2023
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Year of Publication 30.11.2023
Patent
Pearl: A Production-ready Reinforcement Learning Agent
Zhu, Zheqing, Rodrigo de Salvo Braz, Bhandari, Jalaj, Jiang, Daniel, Wan, Yi, Efroni, Yonathan, Wang, Liyuan, Xu, Ruiyang, Guo, Hongbo, Nikulkov, Alex, Korenkevych, Dmytro, Dogan, Urun, Cheng, Frank, Wu, Zheng, Xu, Wanqiao
Published in arXiv.org (02.09.2024)
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Published in arXiv.org (02.09.2024)
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