Pattern matching for perception streams

J Anderson, G Fainekos, B Hoxha, H Okamoto… - … Conference on Runtime …, 2023 - Springer
Abstract We introduce Spatial Regular Expressions (SpREs) as a novel querying language
for pattern matching over perception streams containing spatial and temporal data. To …

Online Causation Monitoring of Signal Temporal Logic

Z Zhang, J An, P Arcaini, I Hasuo - International Conference on Computer …, 2023 - Springer
Online monitoring is an effective validation approach for hybrid systems, that, at runtime,
checks whether the (partial) signals of a system satisfy a specification in, eg, Signal …

Neuro Symbolic AI for Sequential Decision Making

P Shakarian, C Baral, GI Simari, B Xi… - Neuro Symbolic Reasoning …, 2023 - Springer
Deep learning based approaches have been used to address several problems of a
sequential nature, whether using supervised learning to learn a model of a time-series …

Formal Requirements Toolkit for Testing and Monitoring Temporal Logic-based Specifications

JW Anderson - 2023 - search.proquest.com
Testing and verification is an essential procedure to assert a system adheres to some notion
of safety. To validate such assertions, monitoring has provided an effective solution to …