Towards explainable and trustworthy autonomous physical systems
The safe deployment of autonomous physical systems in real-world scenarios requires them to be explainable and trustworthy, especially in critical domains. In contrast with ‘black-box’ systems, explainable and trustworthy autonomous physical systems will lend themselves to easy assessments by system...
| Main Authors: | , , , , , |
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| Format: | Conference item |
| Language: | English |
| Published: |
Association for Computing Machinery
2021
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| _version_ | 1826285603846619136 |
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| author | Omeiza, D Anjomshoae, S Kollnig, K Camburu, O-M Främling, K Kunze, L |
| author_facet | Omeiza, D Anjomshoae, S Kollnig, K Camburu, O-M Främling, K Kunze, L |
| author_sort | Omeiza, D |
| collection | OXFORD |
| description | The safe deployment of autonomous physical systems in real-world scenarios requires them to be explainable and trustworthy, especially in critical domains. In contrast with ‘black-box’ systems, explainable and trustworthy autonomous physical systems will lend themselves to easy assessments by system designers and regulators. This promises to pave ways for easy improvements that can lead to enhanced performance, and as well, increased public trust. In this one-day virtual workshop, we aim to gather a globally distributed group of researchers and practitioners to discuss the opportunities and social challenges in the design, implementation, and deployment of explainable and trustworthy autonomous physical systems, especially in a post-pandemic era. Interactions will be fostered through panel discussions and a series of spotlight talks. To ensure lasting impact of the workshop, we will conduct a pre-workshop survey which will examine the public perception of the trustworthiness of autonomous physical systems. Further, we will publish a summary report providing details about the survey as well as the identified challenges resulting from the workshop’s panel discussions. |
| first_indexed | 2024-03-07T01:31:18Z |
| format | Conference item |
| id | oxford-uuid:93b1edcd-497d-4772-9cb5-81ee03f163cd |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T01:31:18Z |
| publishDate | 2021 |
| publisher | Association for Computing Machinery |
| record_format | dspace |
| spelling | oxford-uuid:93b1edcd-497d-4772-9cb5-81ee03f163cd2022-03-26T23:34:04ZTowards explainable and trustworthy autonomous physical systemsConference itemhttp://purl.org/coar/resource_type/c_5794uuid:93b1edcd-497d-4772-9cb5-81ee03f163cdEnglishSymplectic ElementsAssociation for Computing Machinery2021Omeiza, DAnjomshoae, SKollnig, KCamburu, O-MFrämling, KKunze, LThe safe deployment of autonomous physical systems in real-world scenarios requires them to be explainable and trustworthy, especially in critical domains. In contrast with ‘black-box’ systems, explainable and trustworthy autonomous physical systems will lend themselves to easy assessments by system designers and regulators. This promises to pave ways for easy improvements that can lead to enhanced performance, and as well, increased public trust. In this one-day virtual workshop, we aim to gather a globally distributed group of researchers and practitioners to discuss the opportunities and social challenges in the design, implementation, and deployment of explainable and trustworthy autonomous physical systems, especially in a post-pandemic era. Interactions will be fostered through panel discussions and a series of spotlight talks. To ensure lasting impact of the workshop, we will conduct a pre-workshop survey which will examine the public perception of the trustworthiness of autonomous physical systems. Further, we will publish a summary report providing details about the survey as well as the identified challenges resulting from the workshop’s panel discussions. |
| spellingShingle | Omeiza, D Anjomshoae, S Kollnig, K Camburu, O-M Främling, K Kunze, L Towards explainable and trustworthy autonomous physical systems |
| title | Towards explainable and trustworthy autonomous physical systems |
| title_full | Towards explainable and trustworthy autonomous physical systems |
| title_fullStr | Towards explainable and trustworthy autonomous physical systems |
| title_full_unstemmed | Towards explainable and trustworthy autonomous physical systems |
| title_short | Towards explainable and trustworthy autonomous physical systems |
| title_sort | towards explainable and trustworthy autonomous physical systems |
| work_keys_str_mv | AT omeizad towardsexplainableandtrustworthyautonomousphysicalsystems AT anjomshoaes towardsexplainableandtrustworthyautonomousphysicalsystems AT kollnigk towardsexplainableandtrustworthyautonomousphysicalsystems AT camburuom towardsexplainableandtrustworthyautonomousphysicalsystems AT framlingk towardsexplainableandtrustworthyautonomousphysicalsystems AT kunzel towardsexplainableandtrustworthyautonomousphysicalsystems |