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Martha White

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Investigating the Histogram Loss in Regression

Feb 20, 2024
Ehsan Imani, Kai Luedemann, Sam Scholnick-Hughes, Esraa Elelimy, Martha White

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What to Do When Your Discrete Optimization Is the Size of a Neural Network?

Feb 15, 2024
Hugo Silva, Martha White

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Compound Returns Reduce Variance in Reinforcement Learning

Feb 06, 2024
Brett Daley, Martha White, Marlos C. Machado

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When is Offline Policy Selection Sample Efficient for Reinforcement Learning?

Dec 04, 2023
Vincent Liu, Prabhat Nagarajan, Andrew Patterson, Martha White

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GVFs in the Real World: Making Predictions Online for Water Treatment

Dec 04, 2023
Muhammad Kamran Janjua, Haseeb Shah, Martha White, Erfan Miahi, Marlos C. Machado, Adam White

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Measuring and Mitigating Interference in Reinforcement Learning

Jul 10, 2023
Vincent Liu, Han Wang, Ruo Yu Tao, Khurram Javed, Adam White, Martha White

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Coagent Networks: Generalized and Scaled

May 16, 2023
James E. Kostas, Scott M. Jordan, Yash Chandak, Georgios Theocharous, Dhawal Gupta, Martha White, Bruno Castro da Silva, Philip S. Thomas

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Empirical Design in Reinforcement Learning

Apr 03, 2023
Andrew Patterson, Samuel Neumann, Martha White, Adam White

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The In-Sample Softmax for Offline Reinforcement Learning

Feb 28, 2023
Chenjun Xiao, Han Wang, Yangchen Pan, Adam White, Martha White

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Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments

Feb 23, 2023
Vincent Liu, Yash Chandak, Philip Thomas, Martha White

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