Macro Ethics Principles for Responsible AI Systems: Taxonomy and Directions
Responsible AI must be able to make or support decisions that consider human values and
can be justified by human morals. Accommodating values and morals in responsible …
can be justified by human morals. Accommodating values and morals in responsible …
Taxonomy of trust-relevant failures and mitigation strategies
We develop a taxonomy that categorizes HRI failure types and their impact on trust to
structure the broad range of knowledge contributions. We further identify research gaps in …
structure the broad range of knowledge contributions. We further identify research gaps in …
Towards explainable AI planning as a service
Explainable AI is an important area of research within which Explainable Planning is an
emerging topic. In this paper, we argue that Explainable Planning can be designed as a …
emerging topic. In this paper, we argue that Explainable Planning can be designed as a …
Macro ethics for governing equitable sociotechnical systems
The evolving relationship between humans and technology entails increasing concerns
about the impact on ethical issues such as bias, unfairness, and lack of accountability. There …
about the impact on ethical issues such as bias, unfairness, and lack of accountability. There …
Symbolic top-k planning
The objective of top-k planning is to determine a set of k different plans with lowest cost for a
given planning task. In practice, such a set of best plans can be preferred to a single best …
given planning task. In practice, such a set of best plans can be preferred to a single best …
Moral planning agents with ltl values
A moral planning agent (MPA) seeks to compare two plans or compute an optimal plan in an
interactive setting with other agents, where relative ideality and optimality of plans are …
interactive setting with other agents, where relative ideality and optimality of plans are …
Engineering responsible and explainable models in human-agent collectives
In human-agent collectives, humans and agents need to work collaboratively and agree on
collective decisions. However, ensuring that agents responsibly make decisions is a …
collective decisions. However, ensuring that agents responsibly make decisions is a …
Logic-based ethical planning
U Grandi, E Lorini, T Parker, R Alami - … of the Italian Association for Artificial …, 2022 - Springer
In this paper we propose a framework for ethical decision-making in the context of planning,
with intended application to robotics. We put forward a compact but highly expressive …
with intended application to robotics. We put forward a compact but highly expressive …
Towards contrastive explanations for comparing the ethics of plans
The development of robotics and AI agents has enabled their wider usage in human
surroundings. AI agents are more trusted to make increasingly important decisions with …
surroundings. AI agents are more trusted to make increasingly important decisions with …
Model checking human-agent collectives for responsible AI
Humans and agents often need to work together and agree on collective decisions.
Ensuring that autonomous systems work responsibly is complex especially when …
Ensuring that autonomous systems work responsibly is complex especially when …