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Matthew Kyle Schlegel
Matthew Kyle Schlegel
Verified email at ualberta.ca - Homepage
Title
Cited by
Cited by
Year
General value function networks
M Schlegel, A Jacobsen, Z Abbas, A Patterson, A White, M White
Journal of Artificial Intelligence Research 70, 497-543, 2021
402021
Importance Resampling for Off-policy Prediction
M Schlegel, W Chung, D Graves, J Qian, M White
Advances in Neural Information Processing Systems, 1797-1807, 2019
402019
Meta-descent for online, continual prediction
A Jacobsen, M Schlegel, C Linke, T Degris, A White, M White
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3943-3950, 2019
222019
Context-dependent upper-confidence bounds for directed exploration
R Kumaraswamy, M Schlegel, A White, M White
Advances in Neural Information Processing Systems 31, 2018
142018
Adapting kernel representations online using submodular maximization
M Schlegel, Y Pan, J Chen, M White
International Conference on Machine Learning, 3037-3046, 2017
92017
Continual auxiliary task learning
M McLeod, C Lo, M Schlegel, A Jacobsen, R Kumaraswamy, M White, ...
Advances in Neural Information Processing Systems 34, 12549-12562, 2021
62021
Structural credit assignment in neural networks using reinforcement learning
D Gupta, G Mihucz, M Schlegel, J Kostas, PS Thomas, M White
Advances in Neural Information Processing Systems 34, 30257-30270, 2021
52021
Discovery of Predictive Representations With a Network of General Value Functions
M Schlegel, A Patterson, A White, M White
42018
A baseline of discovery for general value function networks under partial observability
M Schlegel, A White, M White
NeurIPS Workshop on Reinforcement Learning under Partial Observability …, 2018
42018
Stable predictive representations with general value functions for continual learning
M Schlegel, A White, M White
Continual Learning and Deep Networks workshop at the Neural Information …, 2017
22017
Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning
M Schlegel, V Tkachuk, A White, M White
Transactions on Machine Learning Research, 2022
12022
Predictions Predicting Predictions
MK Schlegel, M White
Multidisciplinary Conference on Reinforcement Learning and Decision Making, 2022
12022
General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence
L Zhu, Z Chen, M Schlegel, M White
Advances in Neural Information Processing Systems 36, 2024
2024
Generalized Munchausen Reinforcement Learning using Tsallis KL Divergence
L Zhu, Z Chen, M Schlegel, M White
arXiv preprint arXiv:2301.11476, 2023
2023
Leveraging Off-Policy Prediction in Recurrent Networks for Reinforcement Learning
MK Schlegel
2023
Importance Resampling for Off-policy Policy Evaluation
M Schlegel, W Chung, D Graves, M White
2018
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