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Picture for Muhammad Zaheer

Selective Dyna-style Planning Under Limited Model Capacity


Jul 05, 2020
Muhammad Zaheer, Samuel Sokota, Erin J. Talvitie, Martha White

* Accepted at ICML 2020 

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Incrementally Learning Functions of the Return


Jul 05, 2019
Brendan Bennett, Wesley Chung, Muhammad Zaheer, Vincent Liu


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Planning with Expectation Models


Apr 03, 2019
Yi Wan, Muhammad Zaheer, Adam White, Martha White, Richard S. Sutton


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Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains


Jun 12, 2018
Yangchen Pan, Muhammad Zaheer, Adam White, Andrew Patterson, Martha White

* IJCAI 2018 

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