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Lagrangian Neural Networks

Mar 10, 2020
Miles Cranmer, Sam Greydanus, Stephan Hoyer, Peter Battaglia, David Spergel, Shirley Ho

* 7 pages (+2 appendix). Accepted to ICLR 2020 Deep Differential Equations Workshop. Code at 

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Neural reparameterization improves structural optimization

Sep 14, 2019
Stephan Hoyer, Jascha Sohl-Dickstein, Sam Greydanus

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Hamiltonian Neural Networks

Jul 07, 2019
Sam Greydanus, Misko Dzamba, Jason Yosinski

* Main paper has 8 pages and 5 figures. Under review for NeurIPS 2019 

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Learning Finite State Representations of Recurrent Policy Networks

Nov 29, 2018
Anurag Koul, Sam Greydanus, Alan Fern

* Preprint. Under review at ICLR 2019 

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Visualizing and Understanding Atari Agents

Sep 10, 2018
Sam Greydanus, Anurag Koul, Jonathan Dodge, Alan Fern

* ICML 2018 conference paper. Code: Blog: 

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Learning the Enigma with Recurrent Neural Networks

Sep 07, 2017
Sam Greydanus

* 7 pages, 11 figures, intended submission for AAAI 2017 

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