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20162026
most citedInferring Temporal Logic Properties from Data using Boosted Decision Trees

4 citations · 6 across the 19 of their papers we have counts for

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Showing 2023Show all

5 papers · 1 filter

cs.LO20232 cited

A Flexible and Efficient Temporal Logic Tool for Python: PyTeLo

Gustavo A. Cardona, Kevin Leahy, Makai Mann +1

Temporal logic is an important tool for specifying complex behaviors of systems. It can be used to define properties for verification and monitoring, as well as goals for synthesis…

cs.RO2023

Energy-Constrained Active Exploration Under Incremental-Resolution Symbolic Perception

Disha Kamale, Sofie Haesaert, Cristian-Ioan Vasile

In this work, we consider the problem of autonomous exploration in search of targets while respecting a fixed energy budget. The robot is equipped with an incremental-resolution sy…

eess.SY2023

Control Barrier Function for Linearizable Systems with High Relative Degrees from Signal Temporal Logics: A Reference Governor Approach

Kaier Liang, Mingyu Cai, Cristian-Ioan Vasile

This paper considers the safety-critical navigation problem with Signal Temporal Logic (STL) tasks. We developed an explicit reference governor-guided control barrier function (ERG…

cs.FL2023

Robustness Measures and Monitors for Time Window Temporal Logic

Ahmad Ahmad, Cristian-Ioan Vasile, Roberto Tron +1

Temporal logics (TLs) have been widely used to formalize interpretable tasks for cyber-physical systems. Time Window Temporal Logic (TWTL) has been recently proposed as a specifica…

cs.RO2023

Symbolic Perception Risk in Autonomous Driving

Guangyi Liu, Disha Kamale, Cristian-Ioan Vasile +1

We develop a novel framework to assess the risk of misperception in a traffic sign classification task in the presence of exogenous noise. We consider the problem in an autonomous…