Algorithmic Learning Theory: 4th International Workshop, ALT '93, Tokyo, Japan, November 8-10, 1993. Proceedings

This volume contains all the papers that were presented at

the Fourth Workshop on Algorithmic Learning Theory, held in

Tokyo in November 1993. In addition to 3 invited papers, 29

papers were selected from 47 submitted extended abstracts.

The workshop was the fourth in a series of ALT workshops,

whose focus is on theories of machine learning and the

application of such theories to real-world learning

problems. The ALT workshops have been held annually since

1990, sponsored by the Japanese Society for Artificial

Intelligence. The volume is organized into parts on

inductive logic and inference, inductive inference,

approximate learning, query learning, explanation-based

learning, and new learning paradigms.