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Towards a practical measure of interference for reinforcement learning

Jul 07, 2020
Vincent Liu, Adam White, Hengshuai Yao, Martha White

* 18 pages 

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Performance metrics for intervention-triggering prediction models do not reflect an expected reduction in outcomes from using the model

Jun 02, 2020
Alejandro Schuler, Aashish Bhardwaj, Vincent Liu

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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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Recurrent Control Nets for Deep Reinforcement Learning

Jan 18, 2019
Vincent Liu, Ademi Adeniji, Nathaniel Lee, Jason Zhao, Mario Srouji

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The Utility of Sparse Representations for Control in Reinforcement Learning

Nov 15, 2018
Vincent Liu, Raksha Kumaraswamy, Lei Le, Martha White

* Association for the Advancement of Artificial Intelligence 2019 

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Attribute-aware Collaborative Filtering: Survey and Classification

Oct 20, 2018
Wen-Hao Chen, Chin-Chi Hsu, Yi-An Lai, Vincent Liu, Mi-Yen Yeh, Shou-De Lin

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