22 citations · 58 across the 6 of their papers we have counts for
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cs.AI2018
Doubly Bayesian Optimization
Alexander Lavin
Probabilistic programming systems enable users to encode model structure and naturally reason about uncertainties, which can be leveraged towards improved Bayesian optimization (BO…
cs.AI2015★ 22 cited
A Pareto Front-Based Multiobjective Path Planning Algorithm
Alexander Lavin
Path planning is one of the most vital elements of mobile robotics. With a priori knowledge of the environment, global path planning provides a collision-free route through the wor…