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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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Learning Fast Optimizers for Contextual Stochastic Integer Programs.V. Nair, D. Dvijotham, I. Dunning, and O. Vinyals. UAI, page 591-600. AUAI Press, (2018)Human-level performance in first-person multiplayer games with population-based deep reinforcement learning.M. Jaderberg, W. Czarnecki, I. Dunning, L. Marris, G. Lever, A. Castañeda, C. Beattie, N. Rabinowitz, A. Morcos, A. Ruderman and 8 other author(s). CoRR, (2018)Inequity aversion resolves intertemporal social dilemmas.E. Hughes, J. Leibo, M. Philips, K. Tuyls, E. Duéñez-Guzmán, A. Castañeda, I. Dunning, T. Zhu, K. McKee, R. Koster and 2 other author(s). CoRR, (2018)Inequity aversion improves cooperation in intertemporal social dilemmas.E. Hughes, J. Leibo, M. Phillips, K. Tuyls, E. Duéñez-Guzmán, A. Castañeda, I. Dunning, T. Zhu, K. McKee, R. Koster and 2 other author(s). NeurIPS, page 3330-3340. (2018)Malthusian Reinforcement Learning.J. Leibo, J. Pérolat, E. Hughes, S. Wheelwright, A. Marblestone, E. Duéñez-Guzmán, P. Sunehag, I. Dunning, and T. Graepel. AAMAS, page 1099-1107. International Foundation for Autonomous Agents and Multiagent Systems, (2019)Computing in Operations Research Using Julia.M. Lubin, and I. Dunning. INFORMS J. Comput., 27 (2): 238-248 (2015)Population Based Training of Neural Networks.M. Jaderberg, V. Dalibard, S. Osindero, W. Czarnecki, J. Donahue, A. Razavi, O. Vinyals, T. Green, I. Dunning, K. Simonyan and 2 other author(s). CoRR, (2017)Computing in Operations Research using Julia.M. Lubin, and I. Dunning. CoRR, (2013)Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning.J. Foerster, H. Song, E. Hughes, N. Burch, I. Dunning, S. Whiteson, M. Botvinick, and M. Bowling. CoRR, (2018)A Course on Advanced Software Tools for Operations Research and Analytics.I. Dunning, V. Gupta, A. King, J. Kung, M. Lubin, and J. Silberholz. INFORMS Trans. Education, 15 (2): 169-179 (2015)

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Disambiguation of "Dunning, Iain"

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

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

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