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Found 5 papers, 1 papers with code
Characterize the non-Gaussian diffusion property of cerebrospinal fluid using Diffusion Kurtosis Imaging and explore its diagnostic efficacy for Alzheimer's disease
In this study, we used DKI to evaluate the non-Gaussian diffusion of CSF in AD patients and HC.
Algorithms for Fairness in Sequential Decision Making
It has recently been shown that if feedback effects of decisions are ignored, then imposing fairness constraints such as demographic parity or equality of opportunity can actually exacerbate unfairness.
Constrained Cross-Entropy Method for Safe Reinforcement Learning
We show that the asymptotic behavior of the proposed algorithm can be almost-surely described by that of an ordinary differential equation.
Environment-Independent Task Specifications via GLTL
We propose a new task-specification language for Markov decision processes that is designed to be an improvement over reward functions by being environment independent.
Correct-by-synthesis reinforcement learning with temporal logic constraints
We establish both correctness (with respect to the temporal logic specifications) and optimality (with respect to the a priori unknown performance criterion) of this two-step technique for a fragment of temporal logic specifications.
