157 citations · 353 across the 35 of their papers we have counts for
35 papers
Uncertainty Aware Wildfire Management
Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay +3
Recent wildfires in the United States have resulted in loss of life and billions of dollars, destroying countless structures and forests. Fighting wildfires is extremely complex. I…
Approximate Kalman Filter Q-Learning for Continuous State-Space MDPs
Charles Tripp, Ross D. Shachter
We seek to learn an effective policy for a Markov Decision Process (MDP) with continuous states via Q-Learning. Given a set of basis functions over state action pairs we search for…
Proceedings of the Fourth Conference on Uncertainty in Artificial Intelligence (1988)
Laveen Kanal, John Lemmer, Tod Levitt +1
This is the Proceedings of the Fourth Conference on Uncertainty in Artificial Intelligence, which was held in Minneapolis, MN, July 10-12, 1988
Proceedings of the Fifth Conference on Uncertainty in Artificial Intelligence (1989)
Max Henrion, Laveen Kanal, John Lemmer +1
This is the Proceedings of the Fifth Conference on Uncertainty in Artificial Intelligence, which was held in Windsor, ON, August 18-20, 1989
Intelligent Probabilistic Inference
Ross D. Shachter
The analysis of practical probabilistic models on the computer demands a convenient representation for the available knowledge and an efficient algorithm to perform inference. An a…
DAVID: Influence Diagram Processing System for the Macintosh
Ross D. Shachter
Influence diagrams are a directed graph representation for uncertainties as probabilities. The graph distinguishes between those variables which are under the control of a decision…