17 citations · 36 across the 11 of their papers we have counts for
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cs.AI2018★ 1 cited
Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning
Ritchie Lee, Ole J. Mengshoel, Anshu Saksena +5
Finding the most likely path to a set of failure states is important to the analysis of safety-critical systems that operate over a sequence of time steps, such as aircraft collisi…
cs.AI2012★ 4 cited
Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization
Lu Zheng, Ole Mengshoel, Jike Chong
Compiling Bayesian networks (BNs) to junction trees and performing belief propagation over them is among the most prominent approaches to computing posteriors in BNs. However, beli…