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CORDIS

CONtext-aware VerifIable dyNamiC dEliberation

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Models and software release Ver.1 (opens in new window)

Software release of models and components developed in the work package (SIT-L, SIT-AW). First release.

Specification of data model Ver.1 (opens in new window)

Data model specification. First release.

OSS release of major toolchain components Ver.1 (opens in new window)

Vertical prototype of reference toolchain. First release.

Software release Ver.1 (opens in new window)

Release of software components (REFINE-PLAN, SIMULATE-PLAN, COVERAGE-PLAN). First release

Software release of languages and tools Ver.1 (opens in new window)

First software release of modelling languages and translation and verification tools, i.e., M2C, SCAN, FAST-SCAN, and MOON.

Technical specifications and assessment methodology Ver.1 (opens in new window)

Report on the technical specification translated from the use case highlevel requirements and the ethical and regulatory perspectives First release

Specification language (opens in new window)

Report presenting the specification language and translation tool used to describe temporal properties

Situation understanding potential anomalies (opens in new window)

Report describing the methodology and the management of potential anomalies.

Design-time verification Ver.1 (opens in new window)

Report presenting design-time algorithms and tools verification. First release.

Modelling language (opens in new window)

Report presenting the modelling language and translation tools used to describe knowledge about tasks skills robot and environment

High level end-user requirements (opens in new window)

Report collecting the highlevel requirements for the use cases

Knowledge-based situation modelling Ver.1 (opens in new window)

Report describing the knowledge graph to support situation representation at run time First release

Task refinement via task and motion planning Ver.1 (opens in new window)

Report on methodologies for task and motion planning for BTs refinement. First release.

Run-time verification Ver.1 (opens in new window)

Report presenting run-time algorithms and tools verification. First release.

Planning for Root Cause Analysis and resolution Ver.1 (opens in new window)

Report on methodologies for fast planning techniques for root cause analysis and resolution. First release.

Software toolchain specifications Ver.1 (opens in new window)

Report on the specifications for the toolchain design First release

Publications

Surveying Deliberation Practices and Methodological Needs in Robotics Software Engineering (opens in new window)

Author(s): Klauck, Michaela; Henkel, Christian; Lampacrescia, Marco; Jorgensen, Ginny
Published in: Lecture Notes in Computer Science ISBN: 9783032014856, 2025
Publisher: Springer Nature Link
DOI: 10.1007/978-3-032-01486-3_19

Covered for Life: Lifelong Area Coverage under Spatiotemporal Uncertainty

Author(s): Charlie Street*, Masoumeh Mansouri
Published in: ECAI 2024 NameFrontiers in Artificial Intelligence and Applications, ISSN 1879-8314
Publisher: IOS Press

The CONVINCE Perspective on Task and Motion Planning in Dynamic Environments (opens in new window)

Author(s): Masoumeh Mansouri, Charlie Street, Yassin Warsame
Published in: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76428-8_39

Planning under Uncertainty from Behaviour Trees (opens in new window)

Author(s): Charlie Street, Oliver Grubb, Masoumeh Mansouri
Published in: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
Publisher: IEEE
DOI: 10.1109/IROS60139.2025.11246986

I2EDL: Interactive Instruction Error Detection and Localization (opens in new window)

Author(s): Francesco Taioli, Stefano Rosa, Alberto Castellini, Lorenzo Natale, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Yiming Wang
Published in: IEEE RO-MAN 2024, 2024
Publisher: arxiv.org
DOI: 10.48550/ARXIV.2406.05080

Code Generation and Monitoring for Deliberation Components in Autonomous Robots (opens in new window)

Author(s): Bernagozzi, Stefano; Faraci, Sofia; Ghiorzi, Enrico; Pedemonte, Karim; Natale, Lorenzo; TACCHELLA, Armando
Published in: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
Publisher: IEEE
DOI: 10.5281/ZENODO.16641731

AS2FM: Enabling Statistical Model Checking of ROS 2 Systems for Robust Autonomy (opens in new window)

Author(s): Christian Henkel, Marco Lampacrescia, Michaela Klauck, Matteo Morelli
Published in: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
Publisher: IEEE
DOI: 10.1109/IROS60139.2025.11246823

Look Around and Learn: Self-Training Object Detection by Exploration

Author(s): Gianluca Scarpellini, Stefano Rosa, Pietro Morerio, Lorenzo Natale, Alessio Del Bue
Published in: ECCV2024, 2024
Publisher: arxiv.org

Challenges in Situation Understanding and Scene Perception (opens in new window)

Author(s): Razane Azrou, Selma Kchir, Raphaël Lallement, Matteo Morelli
Published in: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76428-8_35

Multi-Formation Planning and Coordination for Object Transportation (opens in new window)

Author(s): Weijian Zhang, Charlie Street, Masoumeh Mansouri
Published in: 2023 European Conference on Mobile Robots (ECMR), ISSN 2639-7919
Publisher: IEEE
DOI: 10.1109/ECMR59166.2023.10256314

Towards Verifying Robotic Systems Using Statistical Model Checking in STORM (opens in new window)

Author(s): Marco Lampacrescia; Michaela Klauck; Matteo Palmas
Published in: Lecture Notes in Computer Science ISBN: 9783031754333, 2024
Publisher: Springer
DOI: 10.1007/978-3-031-75434-0_28

Robots Calling the Shots: Using Multiple Ground Robots for Autonomous Tracking in Cluttered Environments (opens in new window)

Author(s): Weijian Zhang, Charlie Street, Masoumeh Mansouri
Published in: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
Publisher: IEEE
DOI: 10.1109/IROS60139.2025.11247464

Enhancing Robust Autonomy of ROS 2 Systems: Code Generation and Monitoring for Deliberation Components (opens in new window)

Author(s): Bernagozzi, Stefano; Faraci, Sofia; Ghiorzi, Enrico; Pedemonte, Karim; Natale, Lorenzo; TACCHELLA, Armando
Published in: 2025
Publisher: IEEE
DOI: 10.5281/ZENODO.15481208

Enhancing Robust Autonomy of ROS 2 Systems: Usable Formal Verification and Reinforcement Learning (opens in new window)

Author(s): Klauck, Michaela; Marco Lampacrescia; Henkel, Christian; MORELLI, Matteo
Published in: 2025
Publisher: IEEE
DOI: 10.5281/ZENODO.15340558

Translating Behavior Trees to Petri Nets for Model Checking (opens in new window)

Author(s): Matteo Palmas, Michaela Klauck, Ralph Lange, Enrico Ghiorzi, Armando Tacchella
Published in: 2025 ACM/IEEE 28th International Conference on Model Driven Engineering Languages and Systems (MODELS), 2025
Publisher: IEEE
DOI: 10.1109/MODELS67397.2025.00020

Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions (opens in new window)

Author(s): Tommaso Galliena, Tommaso Apicella, Stefano Rosa, Pietro Morerio, Alessio Del Bue, Lorenzo Natale
Publisher: arxiv.org
DOI: 10.48550/ARXIV.2504.08531

Efficient Quality Diversity Optimization with Monte Carlo Bayesian Sampling (opens in new window)

Author(s): Matteo Palmas, Varun Bhatt, Shihan Zhao, Stefanos Nikolaidis, Ralph Lange, Michaela Klauck
Published in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025
Publisher: ACM
DOI: 10.1145/3712255.3726674

Model-based Verification and Monitoring for Safe and Responsive Robots (opens in new window)

Author(s): Bernagozzi, Stefano; Faraci, Sofia; Ghiorzi, Enrico; Pedemonte, Karim; Ferrando, Angelo; Natale, Lorenzo; TACCHELLA, Armando
Published in: 2025 IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR), 2025
Publisher: IEEE
DOI: 10.5281/ZENODO.15126868

Multi-Nonholonomic Robot Object Transportation with Obstacle Crossing Using a Deformable Sheet (opens in new window)

Author(s): Weijian Zhang, Charlie Street, Masoumeh Mansouri
Published in: 2025 IEEE International Conference on Robotics and Automation (ICRA), 2025
Publisher: IEEE
DOI: 10.1109/ICRA55743.2025.11128313

Towards Robust Autonomous Robots Using Statistical Model Checking (opens in new window)

Author(s): Michaela Klauck, Ralph Lange, Christian Henkel, Selma Kchir, Matteo Palmas
Published in: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76424-0_25

Modeling Robot Control Architectures for Verification and Monitoring (opens in new window)

Author(s): Stefano Bernagozzi, Angelo Ferrando, Enrico Ghiorzi, Lorenzo Natale, Armando Tacchella
Published in: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76428-8_36

Towards a Verifiable Toolchain for Robotics

Author(s): Street, Charlie; Warsame, Yazz; Mansouri, Masoumeh; Klauck, Michaela; Henkel, Christian; Lampacrescia, Marco; Palmas, Matteo; Lange, Ralph; Ghiorzi, Enrico; Tacchella, Armando; Azrou, Razane; Lallement, Raphaël; Morelli, Matteo; I. Chen, Ginny; Wallis, Da
Published in: AAAI Fall Symposium Series
Publisher: Birmingham

Mind the Error! Detection and Localization of Instruction Errors in Vision-and-Language Navigation (opens in new window)

Author(s): Francesco Taioli, Stefano Rosa, Alberto Castellini, Lorenzo Natale, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Yiming Wang
Publisher: arXiv
DOI: 10.48550/ARXIV.2403.10700

Execution Semantics of Behavior Trees in Robotics Applications (opens in new window)

Author(s): Enrico Ghiorzi, Armando Tacchella
Published in: 2024
Publisher: Arxiv.org
DOI: 10.48550/ARXIV.2408.00090

A decoupled solution to heterogeneous multi-formation planning and coordination for object transportation (opens in new window)

Author(s): Weijian Zhang, Charlie Street, Masoumeh Mansouri
Published in: Robotics and Autonomous Systems, Issue 180, 2024, ISSN 0921-8890
Publisher: Elsevier BV
DOI: 10.1016/j.robot.2024.104773

Making a Complete Mess and Getting Away With It: Traveling Salesperson Problems With Circle Placement Variants (opens in new window)

Author(s): David Woller, Masoumeh Mansouri, Miroslav Kulich
Published in: IEEE Robotics and Automation Letters, Issue 9, 2024, ISSN 2377-3766
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/LRA.2024.3445817

Formal Modelling for Multi-Robot Systems Under Uncertainty (opens in new window)

Author(s): Charlie Street, Masoumeh Mansouri & Bruno Lacerda
Published in: Current Robotics Reports, 2023, ISSN 2662-4087
Publisher: Springer Nature
DOI: 10.1007/s43154-023-00104-0

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