7 citations · 11 across the 4 of their papers we have counts for
4 papers
Training Wasserstein GANs without gradient penalties
Dohyun Kwon, Yeoneung Kim, Guido Montúfar +1
We propose a stable method to train Wasserstein generative adversarial networks. In order to enhance stability, we consider two objective functions using the -transform based on…
Risk-Limiting Dynamic Contracts for Direct Load Control
Insoon Yang, Duncan S. Callaway, Claire J. Tomlin
This paper proposes a novel continuous-time dynamic contract framework that has a risk-limiting capability. If a principal and an agent enter into such a contract, the principal ca…
Path integral formulation of stochastic optimal control with generalized costs
Insoon Yang, Matthias Morzfeld, Claire J. Tomlin +1
Path integral control solves a class of stochastic optimal control problems with a Monte Carlo (MC) method for an associated Hamilton-Jacobi-Bellman (HJB) equation. The MC approach…
Dynamic Contracts with Partial Observations: Application to Indirect Load Control
Insoon Yang, Duncan S. Callaway, Claire J. Tomlin
This paper proposes a method to design an optimal dynamic contract between a principal and an agent, who has the authority to control both the principal's revenue and an engineered…