18 citations · 21 across the 3 of their papers we have counts for
3 papers
stat.ML2013★ 18 cited
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems
Morteza Ibrahimi, Adel Javanmard, Benjamin Van Roy
We study the problem of adaptive control of a high dimensional linear quadratic (LQ) system. Previous work established the asymptotic convergence to an optimal controller for vario…
math.PR2012
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling
Adel Javanmard, Andrea Montanari
We consider a class of approximated message passing (AMP) algorithms and characterize their high-dimensional behavior in terms of a suitable state evolution recursion. Our proof ap…
cs.LG2012★ 3 cited
Multi-track Map Matching
Adel Javanmard, Maya Haridasan, Li Zhang
We study algorithms for matching user tracks, consisting of time-ordered location points, to paths in the road network. Previous work has focused on the scenario where the location…