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George Trimponias

Reinforcement Learning with Exogenous States and Rewards

Mar 22, 2023
George Trimponias, Thomas G. Dietterich

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* Greatly extends the initial work reported in 1806.01584

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Comparing EM with GD in Mixture Models of Two Components

Jul 19, 2019
Guojun Zhang, Pascal Poupart, George Trimponias

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* To appear at UAI 2019; Camera-ready version; A small modification at page 5

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Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning

Jun 05, 2018
Thomas G. Dietterich, George Trimponias, Zhitang Chen

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* To appear at ICML 2018

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Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version)

Jul 16, 2016
Mazen Melibari, Pascal Poupart, Prashant Doshi, George Trimponias

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* Published in the Proceedings of the International Conference on Probabilistic Graphical Models (PGM), 2016

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