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Taylor W. Killian
Taylor W. Killian
Graduate Researcher, University of Toronto
Verifierad e-postadress på cs.toronto.edu - Startsida
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Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes
TW Killian, S Daulton, F Doshi-Velez, G Konidaris
Advances in Neural Information Processing Systems, 6251-6262, 2017
922017
Optimization methods for interpretable differentiable decision trees applied to reinforcement learning
A Silva, M Gombolay, T Killian, I Jimenez, SH Son
International conference on artificial intelligence and statistics, 1855-1865, 2020
47*2020
Direct Policy Transfer with Hidden Parameter Markov Decision Processes
J Yao, TW Killian, G Konidaris, F Doshi-Velez
Lifelong Learning: A Reinforcement Learning Approach Workshop at FAIM 2018, 2018
15*2018
An empirical study of representation learning for reinforcement learning in healthcare
TW Killian, H Zhang, J Subramanian, M Fatemi, M Ghassemi
arXiv preprint arXiv:2011.11235, 2020
132020
Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes
T Killian, G Konidaris, F Doshi-Velez
arXiv preprint arXiv:1612.00475, 2016
92016
Counterfactually guided policy transfer in clinical settings
TW Killian, M Ghassemi, S Joshi
Conference on Health, Inference, and Learning, 5-31, 2022
52022
Rebound and jet formation of a fluid-filled sphere
TW Killian, RA Klaus, TT Truscott
Physics of Fluids 24 (12), 122106, 2012
52012
Multiple sclerosis severity classification from clinical text
AD Costa, S Denkovski, M Malyska, SY Moon, B Rufino, Z Yang, T Killian, ...
arXiv preprint arXiv:2010.15316, 2020
42020
Medical Dead-ends and Learning to Identify High-risk States and Treatments
M Fatemi, TW Killian, J Subramanian, M Ghassemi
Advances in Neural Information Processing Systems 34, 4856-4870, 2021
32021
Kernelized capsule networks
T Killian, J Goodwin, O Brown, SH Son
arXiv preprint arXiv:1906.03164, 2019
32019
Self healing: solid spheres impacting soap bubbles
T Killian, J Bryson, J Huey, JC Bird, JC Nave, T Truscott
APS Division of Fluid Dynamics Meeting Abstracts, R4. 005, 2012
1*2012
Learning Robust Representations for Automatic Target Recognition
JA Goodwin, OM Brown, TW Killian, SH Son
arXiv preprint arXiv:1811.10714, 2018
2018
Harnessing sloshing as a passive dampener
T Killian, R Klaus, T Truscott
Bulletin of the American Physical Society 56, 2011
2011
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Artiklar 1–13