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Raksha Kumaraswamy
Researcher, Sony Canada Ltd.
Joined
November 2018
Names
Raksha Kumaraswamy
(Preferred)
,
Raksha Kumar Kumaraswamy
Emails
****@ualberta.ca
(Confirmed)
,
****@huawei.com
(Confirmed)
,
****@sony.com
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Researcher
Sony Canada Ltd.
(sony.com)
2022
–
Present
Researcher
Huawei Technologies Ltd.
(huawei.com)
2021
–
2022
PhD student
University of Alberta
(ualberta.ca)
2015
–
2021
MS student
Indiana University
(indiana.edu)
2013
–
2015
Advisors, Relations & Conflicts
PhD Advisor
Martha White
2015
–
2021
PhD Advisor
Adam White
2015
–
2021
Expertise
Reinforcement Learning
Present
Online Learning
Present
Representation Learning
Present
Publications
The Cross-environment Hyperparameter Setting Benchmark for Reinforcement Learning
Andrew Patterson
,
Samuel Neumann
,
Raksha Kumaraswamy
,
Martha White
,
Adam M White
07 Jun 2021 (modified: 24 May 2023)
Submitted to NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
Readers:
Everyone
Continual Auxiliary Task Learning
Matthew K McLeod
,
Chunlok Lo
,
Matthew Kyle Schlegel
,
Andrew Jacobsen
,
Raksha Kumaraswamy
,
Martha White
,
Adam M White
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
The Utility of Sparse Representations for Control in Reinforcement Learning.
Vincent Liu
,
Raksha Kumaraswamy
,
Lei Le
,
Martha White
2019 (modified: 10 Nov 2022)
AAAI2019
Readers:
Everyone
Context-dependent upper-confidence bounds for directed exploration
Raksha Kumaraswamy
,
Matthew Schlegel
,
Adam White
,
Martha White
2018 (modified: 11 Nov 2022)
NeurIPS 2018
Readers:
Everyone
Learning Sparse Representations in Reinforcement Learning with Sparse Coding
Lei Le
,
Raksha Kumaraswamy
,
Martha White
2017 (modified: 10 Nov 2022)
IJCAI 2017
Readers:
Everyone
Co-Authors
Adam M White
Adam White
Andrew Jacobsen
Andrew Patterson
Chunlok Lo
Lei Le
Martha White
Matthew K McLeod
Matthew Kyle Schlegel
Matthew Schlegel
Samuel Neumann
Vincent Liu