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TIDBD: Adapting Temporal-difference Step-sizes Through Stochastic Meta-descent

Apr 10, 2018
Alex Kearney, Vivek Veeriah, Jaden B. Travnik, Richard S. Sutton, Patrick M. Pilarski

* Version as submitted to the 31st Conference on Neural Information Processing Systems (NIPS 2017) on May 19, 2017. 9 pages, 5 figures. Extended version in preparation for journal submission 

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Reactive Reinforcement Learning in Asynchronous Environments

Feb 16, 2018
Jaden B. Travnik, Kory W. Mathewson, Richard S. Sutton, Patrick M. Pilarski

* 11 pages, 7 figures, currently under journal peer review 

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