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Return-based Scaling: Yet Another Normalisation Trick for Deep RL


May 11, 2021
Tom Schaul, Georg Ostrovski, Iurii Kemaev, Diana Borsa


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Podracer architectures for scalable Reinforcement Learning


Apr 13, 2021
Matteo Hessel, Manuel Kroiss, Aidan Clark, Iurii Kemaev, John Quan, Thomas Keck, Fabio Viola, Hado van Hasselt


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Discovery of Options via Meta-Learned Subgoals


Feb 12, 2021
Vivek Veeriah, Tom Zahavy, Matteo Hessel, Zhongwen Xu, Junhyuk Oh, Iurii Kemaev, Hado van Hasselt, David Silver, Satinder Singh


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Discovering a set of policies for the worst case reward


Feb 08, 2021
Tom Zahavy, Andre Barreto, Daniel J Mankowitz, Shaobo Hou, Brendan O'Donoghue, Iurii Kemaev, Satinder Baveja Singh


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ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks


Nov 11, 2018
Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov

* Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:422-437, 2018 
* Published in Proceedings of The 10th Asian Conference on Machine Learning, http://proceedings.mlr.press/v95/kemaev18a.html 

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