3 papers
cs.MA2026
Modelling Opinion Dynamics at Scale with Deep MARL
Lukas Seier, Brandon Kaplowitz, Sebastian Towers +2
Modelling opinion dynamics typically relies on hand-crafted local interaction rules to study emergent macroscopic phenomena such as consensus and polarisation. In contrast, multi-a…
cs.AI2025
Self-evolving expertise in complex non-verifiable subject domains: dialogue as implicit meta-RL
Richard M. Bailey
So-called `wicked problems', those involving complex multi-dimensional settings, non-verifiable outcomes, heterogeneous impacts and a lack of single objectively correct answers, ha…
cs.LG2024
Continuously evolving rewards in an open-ended environment
Richard M. Bailey
Unambiguous identification of the rewards driving behaviours of entities operating in complex open-ended real-world environments is difficult, partly because goals and associated b…