16 citations · 17 across the 16 of their papers we have counts for
4 papers · 1 filter
Computing the Exact Pareto Front in Average-Cost Multi-Objective Markov Decision Processes
Jiping Luo, Nikolaos Pappas
Many communication and control problems are cast as multi-objective Markov decision processes (MOMDPs). The complete solution to an MOMDP is the Pareto front. Much of the literatur…
Semantic-Aware Remote Estimation of Multiple Markov Sources Under Constraints
Jiping Luo, Nikolaos Pappas
This paper studies the remote estimation of multiple Markov sources over a lossy and rate-constrained channel. Unlike most existing studies that treat all source states equally, we…
Goal-Oriented Communication, Estimation, and Control over Bidirectional Wireless Links
Jie Cao, Ernest Kurniawan, Amnart Boonkajay +3
We consider a wireless networked control system (WNCS) with bidirectional imperfect links for real-time applications such as smart grids. To maintain the stability of WNCS, capture…
Goal-oriented Estimation of Multiple Markov Sources in Resource-constrained Systems
Jiping Luo, Nikolaos Pappas
This paper investigates goal-oriented communication for remote estimation of multiple Markov sources in resource-constrained networks. An agent decides the updating times of the so…