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Brendan Juba

An Example of the SAM+ Algorithm for Learning Action Models for Stochastic Worlds

Mar 23, 2022
Brendan Juba, Roni Stern

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Conditional Linear Regression for Heterogeneous Covariances

Nov 15, 2021
Brendan Juba, Leda Liang

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Polynomial Time Reinforcement Learning in Correlated FMDPs with Linear Value Functions

Jul 12, 2021
Siddartha Devic, Zihao Deng, Brendan Juba

* 30 pages, 1 figure

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Safe Learning of Lifted Action Models

Jul 09, 2021
Brendan Juba, Hai S. Le, Roni Stern

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One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks

Mar 29, 2021
Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang

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* 30 pages, 6 figures

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List Learning with Attribute Noise

Jun 11, 2020
Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie

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