Volume 8, 1992
: Learning Two-Tiered Descriptions of Flexible Concepts: The POSEIDON System.
E. M. Oblow
: Implementing Valiant's Learnability Theory Using Random Sets.
: Learning Probabilistic Automata and Markov Chains via Queries.
William W. Cohen
: Abductive Explanation-Based Learning: A Solution to the Multiple Inconsistent Explanation Problem.
Ronald J. Williams
: Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning.
: Practical Issues in Temporal Difference Learning.
Long Ji Lin
: Self-Improving Reactive Agents Based On Reinforcement Learning, Planning and Teaching.
Satinder P. Singh
: Transfer of Learning by Composing Solutions of Elemental Sequential Tasks.
: The Convergence of TD(lambda) for General lambda.