3 citations · 6 across the 5 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.AI2012★ 2 cited
Multiscale Markov Decision Problems: Compression, Solution, and Transfer Learning
Jake Bouvrie, Mauro Maggioni
Many problems in sequential decision making and stochastic control often have natural multiscale structure: sub-tasks are assembled together to accomplish complex goals. Systematic…
math.OC2012
Kernel Methods for the Approximation of Some Key Quantities of Nonlinear Systems
Jake Bouvrie, Boumediene Hamzi
We introduce a data-based approach to estimating key quantities which arise in the study of nonlinear control systems and random nonlinear dynamical systems. Our approach hinges on…