26 citations · 40 across the 4 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2020★ 3 cited
A Note on Nesterov's Accelerated Method in Nonconvex Optimization: a Weak Estimate Sequence Approach
Jingjing Bu, Mehran Mesbahi
We present a variant of accelerated gradient descent algorithms, adapted from Nesterov's optimal first-order methods, for weakly-quasi-convex and weakly-quasi-strongly-convex funct…
math.OC2020
Global Convergence of Policy Gradient Algorithms for Indefinite Least Squares Stationary Optimal Control
Jingjing Bu, Mehran Mesbahi
We consider policy gradient algorithms for the indefinite least squares stationary optimal control, e.g., linear-quadratic-regulator (LQR) with indefinite state and input penalizat…