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Markus Bohlin
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Publications
- 2022
- [j13]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning. Softw. Qual. J. 30(1): 127-159 (2022) - [i4]Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper:
Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing. CoRR abs/2203.12026 (2022) - 2021
- [c28]Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena:
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CEC 2021: 2385-2394 - [i3]Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena:
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CoRR abs/2104.12893 (2021) - 2020
- [c27]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Poster: Performance Testing Driven by Reinforcement Learning. ICST 2020: 402-405 - 2019
- [c25]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Machine Learning to Guide Performance Testing: An Autonomous Test Framework. ICST Workshops 2019: 164-167 - [i2]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. CoRR abs/1908.06900 (2019) - 2018
- [c23]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Learning-based response time analysis in real-time embedded systems: a simulation-based approach. SQUADE@ICSE 2018: 21-24 - [c22]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Adaptive runtime response time control in PLC-based real-time systems using reinforcement learning. SEAMS@ICSE 2018: 217-223 - [c21]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System. ICST Workshops 2018: 77-80
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