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