
Abstract: The theory and methods being developed for Artificial Intelligence research are empowering human decision-makers to deal with increasingly complex problems in real-world domains of huge societal importance through the use of deep learning, reinforcement learning and game theory. In this talk, I will provide a window into this exciting trend through the lens of Forest Fire Management which includes all the elements of a “wicked problem” including complex dynamics, large datasets, conflicting societal priorities and critical short-term/long-term decision goals.”
Speaker Bio: Mark Crowley is an Assistant Professor in the Pattern Recognition and Machine Intelligence group in the Department of Electrical and Computer Engineering. He is a core member of the Waterloo Institute for Complexity and Innovation (WICI). He is an active part of building the interdisciplinary Computational Sustainability research community and blogs on this topic as well as democratic reform and the impact of AI technology on society.
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