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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

L. Espeholt, H. Soyer, R. Munos, K. Simonyan, V. Mnih, T. Ward, Y. Doron, V. Firoiu, T. Harley, I. Dunning, S. Legg, and K. Kavukcuoglu. ICML, volume 80 of Proceedings of Machine Learning Research, page 1406-1415. PMLR, (2018)

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Univ. -Prof. Dr. -Ing. Volodymyr Svyatnyy University of Stuttgart

Volodymyr Kushnarenko University of Stuttgart

Other publications of authors with the same name

Topological map learning from outdoor image sequences.X. He, R. Zemel, and V. Mnih. J. Field Robotics, 23 (11-12): 1091-1104 (2006)Using Fast Weights to Attend to the Recent Past.J. Ba, G. Hinton, V. Mnih, J. Leibo, and C. Ionescu. CoRR, (2016)The Uncertainty Bellman Equation and Exploration.B. O'Donoghue, I. Osband, R. Munos, and V. Mnih. ICML, volume 80 of Proceedings of Machine Learning Research, page 3836-3845. PMLR, (2018)Massively Parallel Methods for Deep Reinforcement Learning.A. Nair, P. Srinivasan, S. Blackwell, C. Alcicek, R. Fearon, A. Maria, V. Panneershelvam, M. Suleyman, C. Beattie, S. Petersen and 4 other author(s). CoRR, (2015)Sample Efficient Actor-Critic with Experience Replay.Z. Wang, V. Bapst, N. Heess, V. Mnih, R. Munos, K. Kavukcuoglu, and N. de Freitas. CoRR, (2016)Unsupervised Control Through Non-Parametric Discriminative Rewards.D. Warde-Farley, T. de Wiele, T. Kulkarni, C. Ionescu, S. Hansen, and V. Mnih. CoRR, (2018)Human-level control through deep reinforcement learning.V. Mnih, K. Kavukcuoglu, D. Silver, A. Rusu, J. Veness, M. Bellemare, A. Graves, M. Riedmiller, A. Fidjeland, G. Ostrovski and 9 other author(s). Nature, 518 (7540): 529-533 (2015)Reinforcement Learning with Unsupervised Auxiliary Tasks.M. Jaderberg, V. Mnih, W. Czarnecki, T. Schaul, J. Leibo, D. Silver, and K. Kavukcuoglu. ICLR, OpenReview.net, (2017)Noisy Networks For Exploration.M. Fortunato, M. Azar, B. Piot, J. Menick, M. Hessel, I. Osband, A. Graves, V. Mnih, R. Munos, D. Hassabis and 3 other author(s). ICLR (Poster), OpenReview.net, (2018)IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.L. Espeholt, H. Soyer, R. Munos, K. Simonyan, V. Mnih, T. Ward, Y. Doron, V. Firoiu, T. Harley, I. Dunning and 2 other author(s). ICML, volume 80 of Proceedings of Machine Learning Research, page 1406-1415. PMLR, (2018)

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Disambiguation of "Mnih, Volodymyr"

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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

Please choose a person to relate this publication to

Univ. -Prof. Dr. -Ing. Volodymyr Svyatnyy University of Stuttgart

Volodymyr Kushnarenko University of Stuttgart

Other publications of authors with the same name

Disambiguation

PUMA

Disambiguation of "Mnih, Volodymyr"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

Please choose a person to relate this publication to

Univ. -Prof. Dr. -Ing. Volodymyr Svyatnyy University of Stuttgart

Volodymyr Kushnarenko University of Stuttgart

Other publications of authors with the same name

Disambiguation

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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.