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Raksha Kumaraswamy

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Investigating the Properties of Neural Network Representations in Reinforcement Learning

Mar 30, 2022
Han Wang, Erfan Miahi, Martha White, Marlos C. Machado, Zaheer Abbas, Raksha Kumaraswamy, Vincent Liu, Adam White

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Continual Auxiliary Task Learning

Feb 22, 2022
Matthew McLeod, Chunlok Lo, Matthew Schlegel, Andrew Jacobsen, Raksha Kumaraswamy, Martha White, Adam White

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Off-Policy Actor-Critic with Emphatic Weightings

Nov 16, 2021
Eric Graves, Ehsan Imani, Raksha Kumaraswamy, Martha White

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Prediction problems inspired by animal learning

Nov 09, 2020
Banafsheh Rafiee, Sina Ghiassian, Raksha Kumaraswamy, Richard Sutton, Elliot Ludvig, Adam White

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Context-Dependent Upper-Confidence Bounds for Directed Exploration

Nov 15, 2018
Raksha Kumaraswamy, Matthew Schlegel, Adam White, Martha White

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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

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Learning Sparse Representations in Reinforcement Learning with Sparse Coding

Jul 26, 2017
Lei Le, Raksha Kumaraswamy, Martha White

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