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

Lasse Espeholt, Hubert Soyer, Rémi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu. IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 1406-1415, JMLR.org, 2018. [doi]

Authors

Lasse Espeholt

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Hubert Soyer

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Rémi Munos

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Karen Simonyan

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Volodymyr Mnih

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Tom Ward

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Yotam Doron

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Vlad Firoiu

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Tim Harley

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Iain Dunning

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Shane Legg

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Koray Kavukcuoglu

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