Perspective Latents as an Architectural Condition for Causal Emergence in Active Inference Agents

Hongju Pae

A recent line of work measures causal emergence in reinforcement learning agents through Integrated Information Decomposition, reporting that ${\Phi }_r$ grows with training and tracks r…