3 papers
cs.LG2026
Automated Reinforcement Learning: An Overview
Reza Refaei Afshar, Joaquin Vanschoren, Uzay Kaymak +4
Reinforcement Learning and, recently, Deep Reinforcement Learning are popular methods for solving sequential decision-making problems modeled as Markov Decision Processes. RL model…
cs.LG2026
Interpretable Fuzzy Systems For Forward Osmosis Desalination
Qusai Khaled, Uzay Kaymak, Laura Genga
Preserving interpretability in fuzzy rule-based systems (FRBS) is vital for water treatment, where decisions impact public health. While structural interpretability has been addres…
q-bio.NC2025
Morality in AI. A plea to embed morality in LLM architectures and frameworks
Gunter Bombaerts, Bram Delisse, Uzay Kaymak
Large language models (LLMs) increasingly mediate human decision-making and behaviour. Ensuring LLM processing of moral meaning therefore has become a critical challenge. Current a…