13 citations · 20 across the 11 of their papers we have counts for
3 papers · 1 filter
Sampling-Based Optimization for Multi-Agent Model Predictive Control
Ziyi Wang, Augustinos D. Saravanos, Hassan Almubarak +2
We systematically review the Variational Optimization, Variational Inference and Stochastic Search perspectives on sampling-based dynamic optimization and discuss their connections…
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control
Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou
In this paper, we present a scalable deep learning approach to solve opinion dynamics stochastic optimal control problems with mean field term coupling in the dynamics and cost fun…
Opinion Dynamics Steering using Stochastic Search
Ziyi Wang, Evangelos A. Theodorou
In this paper, we apply the stochastic search dynamic optimization framework for steering opinion dynamics in a partially active population. The framework is grounded on stochastic…