2 citations · 3 across the 6 of their papers we have counts for
6 papers
Markovian Decentralized Ensemble Control for Demand Response
Guanze Peng, Robert Mieth, Deepjyoti Deka +1
With the advancement in smart grid and smart energy devices, demand response becomes one of the most economic and feasible solutions to ease the load stress of the power grids duri…
The Confluence of Networks, Games and Learning
Tao Li, Guanze Peng, Quanyan Zhu +1
Recent years have witnessed significant advances in technologies and services in modern network applications, including smart grid management, wireless communication, cybersecurity…
Blackwell Online Learning for Markov Decision Processes
Tao Li, Guanze Peng, Quanyan Zhu
This work provides a novel interpretation of Markov Decision Processes (MDP) from the online optimization viewpoint. In such an online optimization context, the policy of the MDP i…
Locally-Aware Constrained Games on Networks
Guanze Peng, Tao Li, Shutian Liu +2
Network games have been instrumental in understanding strategic behaviors over networks for applications such as critical infrastructure networks, social networks, and cyber-physic…
On Optimal Control of Discounted Cost Infinite-Horizon Markov Decision Processes Under Local State Information Structures
Guanze Peng, Veeraruna Kavitha, Qunayan Zhu
This paper investigates a class of optimal control problems associated with Markov processes with local state information. The decision-maker has only local access to a subset of a…
Distributed Stabilization of Two Interdependent Markov Jump Linear Systems with Partial Information
Guanze Peng, Juntao Chen, Quanyan Zhu
In this paper, we study the stabilization of two interdependent Markov jump linear systems (MJLSs) with partial information, where the interdependency arises as the transition of t…