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Most recent publications

T. Kampik and H. Spieker

Learning Agents of Bounded Rationality: Rewards Based on Fair Equilibria

In 31st Swedish AI Society Workshop (SAIS). Umeå, Sweden: Swedish AI Society, 2019.
Proceedings, refereed
2019
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H. Spieker, A. Gotlieb and M. Mossige

Rotational Diversity in Multi-Cycle Assignment Problems

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-19). Vol. 33. AAAI, 2019.
Proceedings, refereed
2019
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M. Mossige, A. Gotlieb, H. Spieker, H. Meling and M. Carlsson

Time-aware Test Case Execution Scheduling for Cyber-Physical Systems

In Proceedings of Principles of Constraint Programming (CP'17). Springer, 2017.
Proceedings, refereed
2017
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H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration

In Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis. New York, NY, USA: ACM, 2017.
Proceedings, refereed
2017
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Selected publications

H. Spieker and A. Gotlieb

Adaptive Metamorphic Testing with Contextual Bandits

Journal of Systems and Software 165 (2020).
Journal Article
2020
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H. Spieker, A. Gotlieb and M. Mossige

Rotational Diversity in Multi-Cycle Assignment Problems

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-19). Vol. 33. AAAI, 2019.
Proceedings, refereed
2019
View
H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration

In Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis. New York, NY, USA: ACM, 2017.
Proceedings, refereed
2017
View

News

12 July 2021

Simula researchers awarded two new FRIPRO projects

Background

PhD
Department of Informatics, University of Oslo
September 2020

Appointments

Visiting Researcher
Machine Learning and Artificial Intelligence Lab, University of Bonn, Germany
December 2021

Students under supervision

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Export 12 results:
2019

Proceedings, refereed

T. Kampik and H. Spieker

Learning Agents of Bounded Rationality: Rewards Based on Fair Equilibria

In 31st Swedish AI Society Workshop (SAIS). Umeå, Sweden: Swedish AI Society, 2019.
Status: Published
H. Spieker, A. Gotlieb and M. Mossige

Rotational Diversity in Multi-Cycle Assignment Problems

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-19). Vol. 33. AAAI, 2019.
Status: Published

Posters

H. Spieker

Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search

Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, 2019.
Status: Published

Technical reports

M. K. Ahuja, H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Survey on Testing of Deep Learning Systems

Simula Research Laboratory, 2019.
Status: Published
A. Gotlieb, P. Bernabé, D. Marijan and H. Spieker

SARCoS: Machine Learning Models for the Selection of Security Test Scenarios

Simula Research Laboratory, 2019.
Status: Accepted

Talks, invited

H. Spieker

Intelligent Software Testing with Reinforcement Learning and Constraint Programming

In Fraunhofer IAIS, Sankt Augustin, Germany, 2019.
Status: Published

Talks, contributed

P. Bernabé, H. Spieker, A. Gotlieb, D. Marijan and B. Legeard

Statistics AIS Dataset from Statsat

In Simula Research Laboratory, 2019.
Status: Published
M. Mossige, A. Gotlieb, H. Spieker, H. Meling and M. Carlsson

Time-aware Test Execution Scheduling for Cyber-Physical Systems

In Gesellschaft für Informatik Software Engineering Conference 2019 (SE19), Germany, 2019.
Status: Published
H. Spieker

How ABB and Certus work together to build better continuous integration testing of cyber-physical systems

In 14th Certus User Partner Workshop (UPW), Larvik, Norway, 2019.
Status: Published
H. Spieker

Deployment and Evolution of Machine Learning Artifacts: Research Perspectives

In 14th Certus User Partner Workshop (UPW), Larvik, Norway, 2019.
Status: Published