498 citations · 1.6k across the 46 of their papers we have counts for
3 papers · 1 filter
Relational Forward Models for Multi-Agent Learning
Andrea Tacchetti, H. Francis Song, Pedro A. M. Mediano +5
The behavioral dynamics of multi-agent systems have a rich and orderly structure, which can be leveraged to understand these systems, and to improve how artificial agents learn to…
An information-theoretic approach to self-organisation: Emergence of complex interdependencies in coupled dynamical systems
Fernando Rosas, Pedro A. M. Mediano, Martin Ugarte +1
Self-organisation lies at the core of fundamental but still unresolved scientific questions, and holds the promise of de-centralised paradigms crucial for future technological deve…
Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation
Pedro A. M. Mediano, Anil K. Seth, Adam B. Barrett
Integrated Information Theory (IIT) is a prominent theory of consciousness that has at its centre measures that quantify the extent to which a system generates more information tha…