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Matthew Kyle Schlegel
Postdoc, Schulich School of Engineering, University of Calgary
Joined
October 2017
Names
Matthew Kyle Schlegel
,
Matthew Schlegel
Emails
****@ualberta.ca
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@ucalgary.ca
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Postdoc
Schulich School of Engineering,
University of Calgary
(ucalgary.ca)
2025
–
Present
Researcher
Modl.ai
(modl.ai)
2023
–
2025
PhD student
University of Alberta
(ualberta.ca)
2017
–
2023
Research Intern
Huawei Technologies Ltd.
(huawei.com)
2018
–
2018
MS student
Indiana University
(indiana.edu)
2015
–
2017
Advisors, Relations & Conflicts
Postdoc Advisor
Matthew E. Taylor
2025
–
Present
Postdoc Advisor
Mostafa Farrokhabadi
2025
–
Present
PhD Advisor
Martha White
2017
–
2023
PhD Advisor
Adam White
2017
–
2023
Coauthor
Daniel Graves
2018
–
2019
Expertise
Imitation Learning
2024
–
Present
Real World Reinforcement Learning
2024
–
Present
Reinforcement Learning
,
Representation Learning
2015
–
Present
Reinforcement Learning
2015
–
Present
Predictive Coding
2019
–
2023
Publications
Towards Understanding the Challenges of Applying Reinforcement Learning to the Power Grid
Matthew Kyle Schlegel
,
Martha White
,
Matthew E. Taylor
,
Mostafa Farrokhabadi
RL4RS 2025
Readers:
Everyone
Offline Reinforcement Learning via Tsallis Regularization
Lingwei Zhu
,
Matthew Kyle Schlegel
,
Han Wang
,
Martha White
Accepted by TMLR
Readers:
Everyone
General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence
Lingwei Zhu
,
Zheng Chen
,
Matthew Kyle Schlegel
,
Martha White
NeurIPS 2023 poster
Readers:
Everyone
Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning
Matthew Kyle Schlegel
,
Volodymyr Tkachuk
,
Adam White
,
Martha White
17 Jan 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning
Matthew Kyle Schlegel
,
Volodymyr Tkachuk
,
Adam M White
,
Martha White
Accepted by TMLR
Readers:
Everyone
Importance Resampling for Off-policy Prediction
Matthew Kyle Schlegel
,
Wesley Chung
,
Daniel Graves
,
Jian Qian
,
Martha White
11 Apr 2022
OpenReview Archive Direct Upload
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
Structural Credit Assignment in Neural Networks using Reinforcement Learning
Dhawal Gupta
,
Gabor Mihucz
,
Matthew Kyle Schlegel
,
James E. Kostas
,
Philip S. Thomas
,
Martha White
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
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
Adapting Kernel Representations Online Using Submodular Maximization
Matthew Schlegel
,
Yangchen Pan
,
Jiecao Chen
,
Martha White
2017 (modified: 11 Nov 2022)
ICML 2017
Readers:
Everyone
Co-Authors
Adam M White
Adam White
Andrew Jacobsen
Chunlok Lo
Daniel Graves
Dhawal Gupta
Gabor Mihucz
Han Wang
James E. Kostas
Jian Qian
Jiecao Chen
Lingwei Zhu
Martha White
Matthew E. Taylor
Matthew K McLeod
Mostafa Farrokhabadi
Philip S. Thomas
Raksha Kumaraswamy
Volodymyr Tkachuk
Wesley Chung
Yangchen Pan
Zheng Chen