Raksha Kumaraswamy

According to our database, Raksha Kumaraswamy authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Cross-environment Hyperparameter Setting Benchmark for Reinforcement Learning.

Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy, Martha White, Adam White

CoRR, 2024

Investigating the properties of neural network representations in reinforcement learning.

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

Artif. Intell., 2024

Cross-environment Hyperparameter Tuning for Reinforcement Learning.

Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy, Martha White, Adam White

RLJ, 2024

2023

From eye-blinks to state construction: Diagnostic benchmarks for online representation learning.

Banafsheh Rafiee, Zaheer Abbas, Sina Ghiassian, Raksha Kumaraswamy, Richard S. Sutton, Elliot A. Ludvig, Adam White

Adapt. Behav., February, 2023

Off-Policy Actor-Critic with Emphatic Weightings.

Eric Graves, Ehsan Imani, Raksha Kumaraswamy, Martha White

J. Mach. Learn. Res., 2023

2021

Continual Auxiliary Task Learning.

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

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Interactive Transfer Learning in Relational Domains.

Raksha Kumaraswamy, Nandini Ramanan, Phillip Odom, Sriraam Natarajan

Künstliche Intell., 2020

2019

The Utility of Sparse Representations for Control in Reinforcement Learning.

Vincent Liu, Raksha Kumaraswamy, Lei Le, Martha White

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Context-dependent upper-confidence bounds for directed exploration.

Raksha Kumaraswamy, Matthew Schlegel, Adam White, Martha White

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Learning Sparse Representations in Reinforcement Learning with Sparse Coding.

Lei Le, Raksha Kumaraswamy, Martha White

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Learning Through Advice-Seeking via Transfer.

Phillip Odom, Raksha Kumaraswamy, Kristian Kersting, Sriraam Natarajan

Proceedings of the Inductive Logic Programming - 26th International Conference, 2016

2015

Transfer Learning via Relational Type Matching.

Raksha Kumaraswamy, Phillip Odom, Kristian Kersting, David Leake, Sriraam Natarajan

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Anomaly Detection in Text: The Value of Domain Knowledge.

Raksha Kumaraswamy, Anurag Wazalwar, Tushar Khot, Jude W. Shavlik, Sriraam Natarajan

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015