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20222026
most citedSynthesis of Temporally-Robust Policies for Signal Temporal Logic Tasks using Reinforcement Learning

5 citations · 10 across the 22 of their papers we have counts for

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eess.SY2022

Model Predictive Control for Signal Temporal Logic Specifications with Time Interval Decomposition

Xinyi Yu, Chuwei Wang, Dingran Yuan +2

In this paper, we investigate the problem of Model Predictive Control (MPC) of dynamic systems for high-level specifications described by Signal Temporal Logic (STL) formulae. Rece…

eess.SY2022

Entropy Rate Maximization of Markov Decision Processes under Linear Temporal Logic Tasks

Yu Chen, Shaoyuan Li, Xiang Yin

We investigate the problem of synthesizing optimal control policies for Markov decision processes (MDPs) with both qualitative and quantitative objectives. Specifically, our goal i…

eess.SY2022

Model Predictive Monitoring of Dynamical Systems for Signal Temporal Logic Specifications

Xinyi Yu, Weijie Dong, Xiang Yin +1

Online monitoring aims to evaluate or to predict, at runtime, whether or not the behaviors of a system satisfy some desired specification. It plays a key role in safety-critical cy…

eess.SY2022★ 3 cited

A Unified Framework for Verification of Observational Properties for Partially-Observed Discrete-Event Systems

Jianing Zhao, Xiang Yin, Shaoyuan Li

In this paper, we investigate property verification problems in partially-observed discrete-event systems (DES). Particularly, we are interested in verifying observational properti…

eess.SY2022

You Don't Know What I Know: On Notion of High-Order Opacity in Discrete-Event Systems

Bohan Cui, Xiang Yin, Shaoyuan Li +1

In this paper, we investigate a class of information-flow security properties called opacity in partial-observed discrete-event systems. Roughly speaking, a system is said to be op…