# Publications

Learning Forest Wildfire Dynamics from Satellite Images Using Reinforcement Learning,” in Conference on Reinforcement and Decision Making, Ann Arbor, MI, USA., 2017.

, “ 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, Orlando, FL, United States, 2017, vol. 10134. Publisher's VersionAbstract

, “ Anomaly Detection Using Inter-Arrival Curves for Real-time Systems,” in 2016 28th Euromicro Conference on Real-Time Systems, Toulouse, France, 2016, pp. 97–106.Abstract

, “ Inter-Arrival Curves for Multi-Mode and Online Anomaly Detection,” in Euromicro Conference on Real-Time Systems 2016 - Work-in-Progress Proceedings, Toulouse, France, 2016.

, “ Answering Simple Questions About Spatially Spreading Systems,” in 2015 Summer Solstice: 7th International Conference on Discrete Models of Complex Systems, 2015.

, “ PAC Optimal MDP Planning with Application to Invasive Species Management,” Journal of Machine Learning Research, vol. 16, pp. 3877–3903, 2015. Publisher's VersionAbstract

, “ Using equilibrium policy gradients for spatiotemporal planning in forest ecosystem management,” IEEE Transactions on Computers, vol. 63, no. 1, pp. 142–154, 2014. Publisher's VersionAbstract

, “ Allowing a wildfire to burn: Estimating the effect on future fire suppression costs,” International Journal of Wildland Fire, vol. 22, no. 7, pp. 871–882, 2013.Abstract

, “ Cyclic causal models with discrete variables: Markov chain equilibrium semantics and sample ordering,” in IJCAI International Joint Conference on Artificial Intelligence, Beijing, China, 2013, pp. 1060–1068. Publisher's VersionAbstract

, “ PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-2013), Bellevue, WA, USA, 2013, pp. 7. Publisher's VersionAbstract

, “ Policy Gradient Optimization Using Equilibrium Policies for Spatial Planning Domains,” in 13th INFORMS Computing Society Conference, Santa Fe, NM, United States, 2013.

, “ Managing Invasive Species in a River Network,” in Third International Conference on Computational Sustainability, Copenhagen, Denmark, 2012. Publisher's VersionAbstract

, “ Equilibrium Policy Gradients for Spatiotemporal Planning,” University of British Columbia, 2011. Publisher's VersionAbstract

, “ Policy gradient planning for environmental decision making with existing simulators,” in Proceedings of the National Conference on Artificial Intelligence, San Francisco, 2011, vol. 2, no. 1, pp. 1323–1330. Publisher's VersionAbstract

, “ Circuits and logic in the lab : Toward a coherent picture of computation,” in 15th Western Canadian Conference on Computing Education, Kelowna, BC, Canada, 2010. Publisher's VersionAbstract

, “ Seeing the Forest Despite the Trees : Large Scale Spatial-Temporal Decision Making,” in Conference on Uncertainty in Artificial Intelligence (UAI09), Montreal, Canada, 2009, pp. 126–134. Publisher's VersionAbstract

, “ Adding Local Constraints to Bayesian Networks,” in Advances in Artificial Intelligence, 4509th ed., vol. 4509, Berlin, Heidelberg: Springer Berlin Heidelberg, 2007, pp. 344–355. Publisher's VersionAbstract

, “ Shielding Against Conditioning Side-Effects in Graphical Models,” University of British Columbia, 2005.

, “ , “