Sean McGregor
Sean McGregor
PhD, Oregon State University
Verified email at seanbmcgregor.com - Homepage
TitleCited byYear
Allowing a wildfire to burn: estimating the effect on future fire suppression costs
RM Houtman, CA Montgomery, AR Gagnon, DE Calkin, TG Dietterich, ...
International Journal of Wildland Fire 22 (7), 871-882, 2013
502013
Facilitating testing and debugging of Markov Decision Processes with interactive visualization
S McGregor, H Buckingham, TG Dietterich, R Houtman, C Montgomery, ...
2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2015
92015
Interactive visualization for testing Markov Decision Processes: MDPVIS
S McGregor, H Buckingham, TG Dietterich, R Houtman, C Montgomery, ...
Journal of Visual Languages & Computing 39, 93-106, 2017
42017
Fast simulation for computational sustainability sequential decision making problems
S McGregor, R Houtman, H Buckingham, C Montgomery, R Metoyer, ...
Proceedings of the 4th International Conference on Computational …, 2016
22016
Fast Optimization of Wildfire Suppression Policies with SMAC
S McGregor, R Houtman, C Montgomery, R Metoyer, TG Dietterich
arXiv preprint arXiv:1703.09391, 2017
12017
Factoring Exogenous State for Model-Free Monte Carlo
S McGregor, R Houtman, C Montgomery, R Metoyer, T Dietterich
arXiv, 2017
12017
FlareNet: A Deep Learning Framework for Solar Phenomena Prediction
S McGregor, D Dhuri, A Berea, A Muñoz-Jaramillo
NIPS Workshop on Deep Learning in the Physical Sciences, 2017
1*2017
Visualizing High-Dimensional MDPs with Model-Free Monte Carlo
S McGregor, R Houtman, C Montgomery, R Metoyer, TG Dietterich
The Multi-disciplinary Conference on Reinforcement Learning and Decision …, 2017
12017
Connecting Conservation Research and Implementation
S McGregor, RM Houtman, R Metoyer, TG Dietterich
Artificial Intelligence and Conservation, 151, 2019
2019
Year One of the IBM Watson AI XPRIZE: Case Studies in" AI for Good".
S McGregor, A Banifatemi
AI Magazine 39 (3), 2018
2018
First Year Results from the IBM Watson AI XPRIZE: Lessons for the “AI for Good” Movement
S McGregor, A Banifatemi
The NIPS'17 Competition: Building Intelligent Systems, 233-249, 2018
2018
Introduction to NIPS 2017 Competition Track
S Escalera, M Weimer, M Burtsev, V Malykh, V Logacheva, R Lowe, ...
The NIPS'17 Competition: Building Intelligent Systems, 1-23, 2018
2018
Machine learning methods for public policy: Simulation, optimization, and visualization
S McGregor
2017
MDPVIS: An Interactive Visualization for Testing Markov Decision Processes
S McGregor, H Buckingham, R Houtman, C Montgomery, R Metoyer, ...
2015 AAAI Fall Symposium Series, 2015
2015
Allowing a wildfire to burn: estimating the effect on future fire suppression costs
DE Calkin, S McGregor, M Crowley, TG Dietterich, CA Montgomery, ...
2013
Allowing a wildfire to burn: estimating the effect on future fire suppression costs
AR Gagnon, TG Dietterich, M Crowley, CA Montgomery, RM Houtman, ...
2013
Introduction The disruption of water supplies posed by climate change threatens most of the world’s population with uncertain droughts and floods. In order to prepare for the …
S McGregor
Toward Visualization Methods for Interactive Improvement of MDP Specifications
S McGregor, TG Dietterich, R Metoyer
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