Gefinancierde onderzoeksprojecten uitgevoerd door de Machine Learning Group. Elk project linkt naar een eigen pagina met volledige beschrijving, partners en teamleden.
Samenwerkingsprojecten gefinancierd door nationale of internationale onderzoeksorganisaties, met meerdere partners in een consortium.
Combining epistemic planning and reinforcement learning for efficient, adaptive, and explainable decision-making.
Ensuring trust in multi-agent IoT systems from perception to decision-making.
AI-based access to multimodal cultural heritage data, both contemporary and historical.
Designing carefully-crafted syllabi for integrating generative AI in software engineering education.
Investigating social cognition through computational modelling and empirical studies.
Understanding and mitigating the stability gap in continual learning through rethinking experience replay.
Individuele promotieonderzoeken gefinancierd door de universiteit, bedrijven of via studiebeurzen.
Training artificial agents to act rationally in competitive partially observable stochastic games.
Bayesian neural networks for robust brain-computer interface control with uncertainty estimation.
Culture-aware multilingual emotion recognition models for low-resource and underrepresented communities.
Leveraging strategic world models and large language models for safe and tractable multi-agent reasoning.
Investigating temporary forgetting dynamics bridging artificial neural networks and human cognition.