40 citations · 100 across the 10 of their papers we have counts for
3 papers · 1 filter
Policy Gradient Method for LQG Control via Input-Output-History Representation: Convergence to -Stationary Points
Tomonori Sadamoto, Takashi Tanaka
We study the policy gradient method (PGM) for the linear quadratic Gaussian (LQG) dynamic output-feedback control problem using an input-output-history (IOH) representation of the…
Co-Optimization of EV Charging Control and Incentivization for Enhanced Power System Stability
Amit Kumer Podder, Tomonori Sadamoto, Aranya Chakrabortty
We study how high charging rate demands from electric vehicles (EVs) in a power distribution grid may collectively cause poor dynamic performance, and propose a price incentivizati…
A Globally Convergent Policy Gradient Method for Linear Quadratic Gaussian (LQG) Control
Tomonori Sadamoto, Fumiya Nakamata
We present a model-based globally convergent policy gradient method (PGM) for linear quadratic Gaussian (LQG) control. Firstly, we establish equivalence between optimizing dynamic…