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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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Multi-objective Neural Architecture Search via Non-stationary Policy Gradient


Jan 31, 2020
Zewei Chen, Fengwei Zhou, George Trimponias, Zhenguo Li

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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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