Computational Agent Responsibility
Computational Agent Responsibility
批准号:
EP/W01081X/1
负责人:
Michael Fisher
金额:
$81.83万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2022
资助国家:
英国
项目状态:
未结题
起止时间:
2022 至 --
中文摘要
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英文摘要
Engineered systems are becoming more complex and, increasingly, more autonomous. Once they are allowed, or even required, to make their own decisions a wide range of issues concerning safety, ethics and trustworthiness come to the fore. Users are unlikely to trust these systems while regulators are unlikely to even allow their deployment without strong evidence concerning decisions that autonomous systems can make and the subsequent actions they can take.Our work on the development and analysis of hybrid agent architectures for autonomous systems has shown how strong (formal) verification can be carried out upon core decision-making in systems constructed in a suitable manner. Our approach has also been used to capture and verify certain "ethical" decisions the autonomous system might make, which are especially important when the system is confronted by critical decisions in unforeseen situations and must decide on good/bad actions.However, it has become clear that simple versions of ethical principles, such as good/bad or right/wrong, are insufficient and that we need stronger concepts of "responsibility" in practice. Such issues are well-studied in Philosophy, though mainly through the lens of human morality or legal accountability. In this project we aim to identify and develop suitable notions of "responsibility" that are consistent with views from Philosophy but that can also be used within computational agents at the heart of our autonomous systems. In doing this, we pave the way for formal verification of responsibility, sophisticated explanations and, crucially, the use of responsibilities as a driver for agent decisions and actions. Thus, our central aim is to devise a framework for autonomous systems responsibility that is philosophically justifiable, effectively implementable, and practically verifiable.
期刊论文(9)
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Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers
可解释和透明的人工智能和多代理系统 - 第五届国际研讨会,EXTRAAMAS 2023,英国伦敦,2023 年 5 月 29 日,修订后的精选论文
DOI:
10.1007/978-3-031-40878-6_4
发表时间:
2023
期刊:
影响因子:
--
作者:
[Xu Y]
通讯作者:
Xu Y
Advising Autonomous Cars about the Rules of the Road
为自动驾驶汽车提供有关道路规则的建议
DOI:
--
发表时间:
2022
期刊:
影响因子:
--
作者:
[Joe Collenette]
通讯作者:
Joe Collenette
Verifiable Autonomous Systems - Using Rational Agents to Provide Assurance about Decisions Made by Machines
可验证的自治系统 - 使用理性代理为机器做出的决策提供保证
DOI:
10.1017/9781108755023
发表时间:
2023
期刊:
影响因子:
--
作者:
[Dennis L]
通讯作者:
Dennis L
Multi-Agent Systems - 20th European Conference, EUMAS 2023, Naples, Italy, September 14-15, 2023, Proceedings
多代理系统 - 第 20 届欧洲会议,EUMAS 2023,意大利那不勒斯,2023 年 9 月 14-15 日,会议记录
DOI:
10.1007/978-3-031-43264-4_22
发表时间:
2023
期刊:
影响因子:
--
作者:
[Stringer P]
通讯作者:
Stringer P
Artificial Intelligence XL - 43rd SGAI International Conference on Artificial Intelligence, AI 2023, Cambridge, UK, December 12-14, 2023, Proceedings
人工智能 XL - 第 43 届 SGAI 国际人工智能会议,AI 2023,英国剑桥,2023 年 12 月 12-14 日,会议记录
DOI:
10.1007/978-3-031-47994-6_23
发表时间:
2023
期刊:
影响因子:
--
作者:
[Collenette J]
通讯作者:
Collenette J
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