1. The document provides instructions for submitting manuscripts for review to the Machine Learning journal. 2. It describes the journal as publishing articles on mechanisms through which intelligent systems improve their performance over time. 3. Authors are invited to submit papers describing computational approaches to any aspect of learning, with an emphasis on models of human learning, theoretical analyses, and empirical studies of learning algorithms.