Synthesis and properties of optimally value-aligned normative systems
The value alignment problem is concerned with the design of systems that provably abide by
our human values. One approach to this challenge is through the leverage of prescriptive …
our human values. One approach to this challenge is through the leverage of prescriptive …
A validity perspective on evaluating the justified use of data-driven decision-making algorithms
Recent research increasingly brings to question the appropriateness of using predictive
tools in complex, real-world tasks. While a growing body of work has explored ways to …
tools in complex, real-world tasks. While a growing body of work has explored ways to …
Encoding ethics to compute value-aligned norms
Norms have been widely enacted in human and agent societies to regulate individuals'
actions. However, although legislators may have ethics in mind when establishing norms …
actions. However, although legislators may have ethics in mind when establishing norms …
Instilling moral value alignment by means of multi-objective reinforcement learning
M Rodriguez-Soto, M Serramia… - Ethics and Information …, 2022 - Springer
AI research is being challenged with ensuring that autonomous agents learn to behave
ethically, namely in alignment with moral values. Here, we propose a novel way of tackling …
ethically, namely in alignment with moral values. Here, we propose a novel way of tackling …
Towards pluralistic value alignment: Aggregating value systems through ℓp-regression
Dealing with the challenges of an interconnected globalised world requires to handle
plurality. This is no exception when considering value-aligned intelligent systems, since the …
plurality. This is no exception when considering value-aligned intelligent systems, since the …
[PDF][PDF] Value-guided synthesis of parametric normative systems
In recent years there has been an increasing interest in ensuring that autonomous systems
behave consistently with human values. A popular approach to this challenge is through the …
behave consistently with human values. A popular approach to this challenge is through the …
[HTML][HTML] Aggregating value systems for decision support
We adopt an emerging and prominent vision of human-centred Artificial Intelligence that
requires building trustworthy intelligent systems. Such systems should be capable of dealing …
requires building trustworthy intelligent systems. Such systems should be capable of dealing …
Multi-objective reinforcement learning for designing ethical multi-agent environments
M Rodriguez-Soto, M Lopez-Sanchez… - Neural Computing and …, 2023 - Springer
This paper tackles the open problem of value alignment in multi-agent systems. In particular,
we propose an approach to build an ethical environment that guarantees that agents in the …
we propose an approach to build an ethical environment that guarantees that agents in the …
A computational framework of human values for ethical AI
N Osman, M d'Inverno - arXiv preprint arXiv:2305.02748, 2023 - arxiv.org
In the diverse array of work investigating the nature of human values from psychology,
philosophy and social sciences, there is a clear consensus that values guide behaviour …
philosophy and social sciences, there is a clear consensus that values guide behaviour …
Predicting privacy preferences for smart devices as norms
Smart devices, such as smart speakers, are becoming ubiquitous, and users expect these
devices to act in accordance with their preferences. In particular, since these devices gather …
devices to act in accordance with their preferences. In particular, since these devices gather …