Cover Image

GradSTL: Comprehensive Signal Temporal Logic for Neurosymbolic Reasoning and Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chevallier, Mark, Smola, Filip, Schmoetten, Richard, Fleuriot, Jacques D.
Format:	Preprint
Published:	2025
Subjects:	Logic in Computer Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Formally Verified Neurosymbolic Trajectory Learning via Tensor-based Linear Temporal Logic on Finite Traces
by: Chevallier, Mark, et al.
Published: (2025)

A Construction of the Lie Algebra of a Lie Group in Isabelle/HOL
by: Schmoetten, Richard, et al.
Published: (2024)

Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey
by: DeLong, Lauren Nicole, et al.
Published: (2023)

A Personalised Formal Verification Framework for Monitoring Activities of Daily Living of Older Adults Living Independently in Their Homes
by: Contreras, Ricardo, et al.
Published: (2025)

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis
by: Dietrich, Elizabeth, et al.
Published: (2025)

Fast Robust Monitoring for Signal Temporal Logic with Value Freezing Operators (STL*)
by: Ghorbel, Bassem, et al.
Published: (2024)

Cumulative-Time Signal Temporal Logic
by: Chen, Hongkai, et al.
Published: (2025)

Sound and Complete Neurosymbolic Reasoning with LLM-Grounded Interpretations
by: Allen, Bradley P., et al.
Published: (2025)

Reasoning in Neurosymbolic AI
by: Tran, Son, et al.
Published: (2025)

mstlo: Efficient Online Monitoring of Signal Temporal Logic
by: Thomsen, Andreas Kaag, et al.
Published: (2026)

Dependence Logics in Temporal Settings
by: Baltag, Alexandru, et al.
Published: (2022)

NeuroNL2LTL: A Neurosymbolic Framework for Natural Language Translation of Linear Temporal Logic
by: Quansah, Paapa Kwesi, et al.
Published: (2026)

Partially Finite Model Reasoning in Description Logics Extended Version
by: Gogacz, Tomasz, et al.
Published: (2026)

A Tree-Shaped Tableau for Checking the Satisfiability of Signal Temporal Logic with Bounded Temporal Operators
by: Melani, Beatrice, et al.
Published: (2025)

Guarded Successor: A Novel Temporal Logic
by: Asor, Ohad
Published: (2024)

STL-GO: Spatio-Temporal Logic with Graph Operators for Distributed Systems with Multiple Network Topologies
by: Zhao, Yiqi, et al.
Published: (2025)

A Linear Temporal Logic of Frequencies on Series of Events
by: Antonelli, Melissa, et al.
Published: (2026)

Modal Logic for Reasoning About Uncertainty and Confusion
by: Bílková, Marta, et al.
Published: (2025)

On the Metric Temporal Logic for Continuous Stochastic Processes
by: Ikeda, Mitsumasa, et al.
Published: (2023)

Cut elimination for Cyclic Proofs: A Case Study in Temporal Logic
by: Afshari, Bahareh, et al.
Published: (2024)

Probabilistic Obstruction Temporal Logic: a Probabilistic Logic to Reason about Dynamic Models
by: Leneutre, Jean, et al.
Published: (2024)

Conformal Signal Temporal Logic for Robust Reinforcement Learning Control: A Case Study
by: Beirami, Hani, et al.
Published: (2026)

Reasoning about Medical Triage Optimization with Logic Programming
by: Patil, Jaikrishna Manojkumar, et al.
Published: (2025)

Logic of Hypotheses: from Zero to Full Knowledge in Neurosymbolic Integration
by: Bizzaro, Davide, et al.
Published: (2025)

Multi-Property Temporal Logic Monitoring
by: Demir, Arınç, et al.
Published: (2026)

Synchronous Team Semantics for Temporal Logics
by: Krebs, Andreas, et al.
Published: (2024)

Subvarieties of pointed Abelian l-groups
by: Jankovec, Filip
Published: (2025)

Analysing Temporal Reasoning in Description Logics Using Formal Grammars
by: Bourgaux, Camille, et al.
Published: (2025)

Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios
by: Wang, Ruolin, et al.
Published: (2024)

MARS: A neurosymbolic approach for interpretable drug discovery
by: DeLong, Lauren Nicole, et al.
Published: (2024)

Linear Temporal Justification Logics with Past Operators
by: Ghari, Meghdad
Published: (2018)

Reelay: Online Temporal Logic Monitoring Framework
by: Ulus, Dogan
Published: (2026)

Spatiotemporal Robustness of Temporal Logic Tasks using Multi-Objective Reasoning
by: Schön, Oliver, et al.
Published: (2026)

Total Outcome Logic: Unified Reasoning for a Taxonomy of Program Logics
by: Li, James, et al.
Published: (2024)

Agent-Knowledge Logic for Alternative Epistemic Logic
by: Nishimura, Yuki
Published: (2024)

Safe Planning through Incremental Decomposition of Signal Temporal Logic Specifications
by: Kapoor, Parv, et al.
Published: (2024)

Temporal Inductive Logic Reasoning over Hypergraphs
by: Yang, Yuan, et al.
Published: (2022)

Model Checking Linear Temporal Logic with Standpoint Modalities
by: Aghamov, Rajab, et al.
Published: (2025)

A Complete Mental Temporal Logic for Intelligent Agent
by: Cao, Zining
Published: (2025)

Automata-Theoretic Characterisations of Branching-Time Temporal Logics
by: Benerecetti, Massimo, et al.
Published: (2024)