[TMP-029] Contesting Black-Box Decisions
This projects aims to establish foundations for integrating contestability into decision-making systems based on socio-ethical policies
Research Bundles
"Research bundles" give you a space in the AI on-demand platform where you can collect and publish the outputs of a small research project in a compact way. A research bundle collects in a single place all the assets (code, data, tutorials, examples, ...) produced by your project and published on the AI on-demand platform. Of course, you can also put links to assets published elsewhere, like Github or Zenodo.
[TMP-030] Conversational AI for patient reported outcomes
Conversational agent assists patients in filling out healthcare questionnaires, improving efficiency and accuracy.
[TMP-031] Coping with the variability of human feedback during interactive learning through ensemble reinforcement learning
The project aims to create a robot that can adapt its behavior in real-time to different human teaching styles, optimizing its learning process through an ensemble method that combines various feedback strategies.
[TMP-034] Decentralized AI on simple social networks
This project explored the impact of decentralized learning strategies on human-AI systems, evaluating the performance of different approaches under various social network structures and data distributions, comparing them to centralized learning.
[TMP-036] DIASER: DIAlog task oriented annotations for enhanced modeling of uSER
We propose annotation unification and automatized enhancements for better user modeling by training on larger amounts of data.
[TMP-037] Discovering Temporal Logic patterns as binary supervised learning
This project tackles extracting clear process models from data by treating it as a binary classification problem, allowing users to influence the model's detail and usability.
[TMP-038] Educational module Human-Interactive Robot Learning (HIRL)
The project focuses on creating robots that learn from human interaction and can adapt to different teaching styles. The research also explores decentralized learning and process model discovery from data.
[TMP-039] Educational Recommenders with Narratives
We explore novel and advanced learner representation models aimed at exploiting learning trajectories to build a transparent, personalised and efficient automatic learning tutor.
[TMP-041] Ethical chatbots
The project aims to develop ethical chatbots by combining argument mining and argumentation-based reasoning to ensure ethical behavior in conversations.
[TMP-042] Ethical implications of language use with special consideration of the Ethics Guidelines for Trustworthy AI
The project explores the ethical implications of anthropomorphizing AI, aiming to prevent a "mechanization of human life."