15 citations · 37 across the 11 of their papers we have counts for
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cs.LG2021★ 2 cited
The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation
Alex J. Chan, Ioana Bica, Alihan Huyuk +2
Understanding decision-making in clinical environments is of paramount importance if we are to bring the strengths of machine learning to ultimately improve patient outcomes. Sever…
cs.LG2021★ 11 cited
Scalable Bayesian Inverse Reinforcement Learning
Alex J. Chan, Mihaela van der Schaar
Bayesian inference over the reward presents an ideal solution to the ill-posed nature of the inverse reinforcement learning problem. Unfortunately current methods generally do not…