Publications
Conference Papers
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The Utility of Sparse Representations for Control in Reinforcement Learning.
Vincent Liu, Raksha Kumaraswamy, Lei Le, Martha White.
Association for the Advancement of Artificial Intelligence (AAAI), 2019.
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Context-Dependent Upper-Confidence Bounds for Directed Exploration.
Raksha Kumaraswamy, Matthew Schlegel, Adam White, Martha White.
Neural Information Processing Systems (NIPS), 2018.
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Learning Sparse Representations in Reinforcement Learning with Sparse Coding.
Lei Le, Raksha Kumaraswamy, Martha White.
International Joint Conference on Artificial Intelligence (IJCAI), 2017.
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Learning through Advice-Seeking via Transfer.
Phllip Odom, Raksha Kumaraswamy, Kristian Kersting, Sriraam Natarajan.
International Conference on Inductive Logic Programming (ILP), 2016.
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Transfer Learning via Relational Type Matching.
Raksha Kumaraswamy, Phillip Odom, Kristian Kersting, David Leake, Sriraam Natarajan.
IEEE International Conference on Data Mining (ICDM), 2015.