ScenarioGenerator

ScenarioGenerator performs search-based software testing by automatic generation of various traffic scenarios in simulator to verify and validate the intended performance of ML based components in CPS systems.

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Main partner/Developer Tool developer

Tool Link Link to website/github (URL) with more detailed information (optional)

Tool partners Non-owner organizations associated with the tool (partners/distributors)

Improved/Developed Tool Select if it is a new tool (developed) or an improved tool

Tool description A detailed description of the tool

ScenarioGenerator performs search-based software testing of machine learning based perception system by automatic generation of various traffic scenarios in simulator to verify and validate the safety functionality of autonomous systems.

Technical toolchains Technical connection of tools with their supporting tools. Example: for running a specific tool, you need to run/install this other tool(s) (e.g., CHESS-FLA CHESS, MoMuT Enterprise Architect, etc)

Description of the improvements Description of the improvements and novelties added during VALU3S/Baseline

Developed from the scratch

Improvement date

New Improvements To be filled in the future (after VALU3S)

References Related papers, journals, articles, and so on

https://github.com/ebadi/scenariogenerator

H. Ebadi, M. H. Moghadam, M. Borg, G. Gay, A. Fontes and K. Socha, "Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL," 2021 IEEE International Conference on Artificial Intelligence Testing (AITest), 2021, pp. 103-110, doi: 10.1109/AITEST52744.2021.00030.

Relationships with other web-repo artefacts

Related V&V Methods A tool could be based on several V&V methods.

Standards A method can be linked with standards.

Use cases Use cases where the tool has been used

Functional Toolchain Functional connection of tools for the implementation of a specific evaluation scenario/workflow. Example: the output of one tool can be used by the other tool(s) in order to obtain a different information (e.g., CIROS FERAL, MARVER >-> SRVT, etc)

Improvement Classification

Evaluation Criteria for Safety, Cybersecurity, and Privacy (SCP)

Evaluation Criteria for V&V Processes

Open source - Goals

open Source

Goals Tool goals

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