Causality for Artificial Intelligence: From a Philosophical Perspective

How can we teach machine learning to identify causal patterns in data? This book explores the very notion of “causality”, identifying from a naturalistic and evolutionary perspective how living systems deal with causal relationships. At the same time, using this knowledge to identify the best ways to apply such biological models in machine learning scenarios.

One of the more fundamental challenges for AI experts is to design machines that can understand the world, identifying the basic rule...