Machine Learning Lab
Using Deep Learning and Reinforcement Learning to Tame Spatially Spreading Processes,
at
University of Waterloo,
Wednesday, October 25, 2017
BIRC Workshop On Deep Learning In Medicine,
at
University Hospital, London, Ontario, Canada,
Monday, August 28, 2017:
Learning Forest Wildfire Dynamics from Satellite Images Using Reinforcement Learning. In Conference on Reinforcement Learning and Decision Making. Ann Arbor, MI, USA.
, 2017. RSA 2017
Allowing a wildfire to burn: Estimating the effect on future fire suppression costs. International Journal of Wildland Fire, 22(7), pp.871–882.
, 2013. Using equilibrium policy gradients for spatiotemporal planning in forest ecosystem management. IEEE Transactions on Computers, 63(1), pp.142–154. Available at: http://doi.ieeecomputersociety.org/10.1109/TC.2013.113. Publisher's Version
, 2014. Application of Probabilistically-Weighted Graphs to Image-Based Diagnosis of Alzheimer's Disease using Diffusion MRI. In SPIE Medical Imaging Conference on Computer-Aided Diagnosis. March 3. Orlando, FL, United States: International Society for Optics and Photonics. Available at: http://dx.doi.org/10.1117/12.2254164. Publisher's Version
, 2017.