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Towards robust and domain agnostic reinforcement learning competitions


Jun 07, 2021
William Hebgen Guss, Stephanie Milani, Nicholay Topin, Brandon Houghton, Sharada Mohanty, Andrew Melnik, Augustin Harter, Benoit Buschmaas, Bjarne Jaster, Christoph Berganski, Dennis Heitkamp, Marko Henning, Helge Ritter, Chengjie Wu, Xiaotian Hao, Yiming Lu, Hangyu Mao, Yihuan Mao, Chao Wang, Michal Opanowicz, Anssi Kanervisto, Yanick Schraner, Christian Scheller, Xiren Zhou, Lu Liu, Daichi Nishio, Toi Tsuneda, Karolis Ramanauskas, Gabija Juceviciute

* 20 pages, several figures, published PMLR 

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Discriminator Soft Actor Critic without Extrinsic Rewards


Jan 31, 2020
Daichi Nishio, Daiki Kuyoshi, Toi Tsuneda, Satoshi Yamane


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Random Projection in Neural Episodic Control


Apr 14, 2019
Daichi Nishio, Satoshi Yamane

* 16 pages, 5 figures 

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Faster Deep Q-learning using Neural Episodic Control


Jun 03, 2018
Daichi Nishio, Satoshi Yamane

* 6 pages, 6 figures, COMPSAC2018 short paper 

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