58 citations · 109 across the 8 of their papers we have counts for
3 papers · 1 filter
Scaling active inference
Alexander Tschantz, Manuel Baltieri, Anil. K. Seth +1
In reinforcement learning (RL), agents often operate in partially observed and uncertain environments. Model-based RL suggests that this is best achieved by learning and exploiting…
Beyond integrated information: A taxonomy of information dynamics phenomena
Pedro A. M. Mediano, Fernando Rosas, Robin L. Carhart-Harris +2
Most information dynamics and statistical causal analysis frameworks rely on the common intuition that causal interactions are intrinsically pairwise -- every 'cause' variable has…
Inferring the temporal structure of directed functional connectivity in neural systems: some extensions to Granger causality
Lionel Barnett, Anil K. Seth
Neural processes in the brain operate at a range of temporal scales. Granger causality, the most widely-used neuroscientific tool for inference of directed functional connectivity…