Aaron Wilson
TitleCited byYear
Multi-task reinforcement learning: a hierarchical Bayesian approach
A Wilson, A Fern, S Ray, P Tadepalli
Proceedings of the 24th international conference on Machine learning, 1015-1022, 2007
2182007
Harnessing curiosity to increase correctness in end-user programming
A Wilson, M Burnett, L Beckwith, O Granatir, L Casburn, C Cook, ...
Proceedings of the SIGCHI conference on Human factors in computing systems …, 2003
1232003
A bayesian approach for policy learning from trajectory preference queries
A Wilson, A Fern, P Tadepalli
Advances in neural information processing systems, 1133-1141, 2012
822012
Using trajectory data to improve bayesian optimization for reinforcement learning
A Wilson, A Fern, P Tadepalli
The Journal of Machine Learning Research 15 (1), 253-282, 2014
452014
Graph analysis for detecting fraud, waste, and abuse in healthcare data
J Liu, E Bier, A Wilson, JA Guerra-Gomez, T Honda, K Sricharan, L Gilpin, ...
AI Magazine 37 (2), 33-46, 2016
382016
Transfer learning in sequential decision problems: A hierarchical bayesian approach
A Wilson, A Fern, P Tadepalli
Proceedings of ICML Workshop on Unsupervised and Transfer Learning, 217-227, 2012
282012
Workshop on Unsupervised and Transfer Learning Transfer Learning in Sequential Decision Problems: A Hierarchical Bayesian Approach
A Wilson, A Fern, P Tadepalli, I Guyon, G Dror, V Lemaire, G Taylor, ...
28*
Incorporating domain models into Bayesian optimization for RL
A Wilson, A Fern, P Tadepalli
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
122010
Incorporating Domain Models into Bayesian Optimization for Reinforcement Learning
A Wilson, A Fern, P Tadepalli
European Conference on Machine Learning, 2010
12*2010
Network explorer: Design, implementation, and real world deployment of a large network visualization tool
JA Guerra-Gomez, A Wilson, J Liu, D Davies, P Jarvis, E Bier
Proceedings of the International Working Conference on Advanced Visual …, 2016
112016
Workflow-based human-in-the-loop data analytics
J Liu, A Wilson, D Gunning
Proceedings of the 2014 Workshop on Human Centered Big Data Research, 49, 2014
102014
Bayesian role discovery for multi-agent reinforcement learning
A Wilson, A Fern, P Tadepalli
Proceedings of the 9th International Conference on Autonomous Agents and …, 2010
102010
Learning and transferring roles in multi-agent reinforcement
A Wilson, A Fern, S Ray, P Tadepalli
Proc. AAAI-08 Workshop on Transfer Learning for Complex Tasks, 2008
102008
Machine‐Learning‐Based Monitoring of Laser Powder Bed Fusion
B Yuan, GM Guss, AC Wilson, SP Hau‐Riege, PJ DePond, S McMains, ...
Advanced Materials Technologies, 1800136, 2018
92018
Disentangling Space and Time in Video with Hierarchical Variational Auto-encoders
W Grathwohl, A Wilson
arXiv preprint arXiv:1612.04440, 2016
72016
Bayesian Policy Search for Multi-Agent Role Discovery.
A Wilson, A Fern, P Tadepalli
AAAI, 2010
62010
Resolution Reconstruction of Climate Data with Pixel Recursive Model
S Kim, S Ames, J Lee, C Zhang, AC Wilson, D Williams
Data Mining Workshops (ICDMW), 2017 IEEE International Conference on, 313-321, 2017
52017
Massive Scale Deep Learning for Detecting Extreme Climate Events
SK Kim, S Ames, J Lee, C Zhang, AC Wilson, D Williams
7ths International Workshop on Climate Informatics, 2017
52017
Automated detection and sorting of microencapsulation via machine learning
A Chu, D Nguyen, SS Talathi, AC Wilson, C Ye, WL Smith, AD Kaplan, ...
Lab on a Chip 19 (10), 1808-1817, 2019
42019
A behavior based kernel for policy search via Bayesian optimization
A Wilson, A Fern, P Tadepalli
Proceedings of the ICML 2011 Workshop: Planning and Acting with Uncertain Model, 2011
42011
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Articles 1–20