Manel Rodriguez-Soto
Biographic Data
| ID | 9700815 |
|---|---|
| NAME | Manel Rodriguez-Soto |
| GIVEN NAMES | Manel |
| FAMILY NAME | Rodriguez-Soto |
| SIGNATURE | RODRIGUEZ-SOTO M |
| AFFILIATIONS | Artificial Intelligence Research Institute |
| ORCID | 0000-0003-1339-2018 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2022 |
| H-INDEX | 0 |
Instilling moral value alignment by means of multi-objective reinforcement learning
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 the value alignment problem as a two-step process. The first step consists on formalising moral values and value aligned behaviour based on philosophical foundations. Our formalisation is compatible with the framework of (Multi-Objective) Reinforcement Learning, to ease the…
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Instilling moral value alignment by means of multi-objective reinforcement learning
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 the value alignment problem as a two-step process. The first step consists on formalising moral values and value aligned behaviour based on philosophical foundations. Our formalisation is compatible with the framework of (Multi-Objective) Reinforcement Learning, to ease the…
Artificial Intelligence (1 work) · Computer Science (1 work) · Ethics and Social Impacts of AI (1 work) · Human–computer interaction (1 work) · Machine learning (1 work) · Programming language (1 work) · Psychology of Moral and Emotional Judgment (1 work) · Reinforcement learning (1 work) · Reinforcement Learning in Robotics (1 work) · Usability (1 work)