This paper describes an integrated architecture called LIVE designed for learning from the
environment. The task that LIVE faces is to solve problems in a new environment using its …

This thesis is a study of “learning from the environment.” As machine learning moves from
toy environments towards the real world, the problem of learning autonomously from …

Discovery involves collaboration among many intelligent activities. However, little is known
about how and in what form such collaboration occurs. In this article, a framework is …

This is a report on the LIDA architecture, a work in progress that is based on IDA, an
intelligent, autonomous," conscious" software agent that does personnel work for the US …

The organization of systems that learn from experience is examined, human beings and
animals being prime examples of such systems. How is their information processing …

The task of learning from environment is specified. It requires the learner to infer the laws of
the environment in terms of its percepts and actions, and use the laws to solve problems …

Abstract Machine learning has long sought to construct complete, autonomous learning
systems that start with general inference rules and learning techniques, and gradually …

The research reported here seeks to develop a general framework for learning and problem
solving. Over the past two decades, research on machine learning has produced a number …

Learning), a new learning framework where an agent learns a set of abilities needed to face
several tasks in its environment, by following a biologically inspired, self–motivated …

In 1992 Japan's Ministry of International Trade and Industry (MITI) began a research
program in Real World Computing, as a successor to the Fifth Generation Computing …