ML - 1992 - volume 8 论文列表 |
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Volume 8, 1992
A Reinforcement Connectionist Approach to Robot Path Finding in Non-Maze-Like Environments.
José del R. Millán Carme Torras
The Convergence of TD(lambda) for General lambda. Transfer of Learning by Composing Solutions of Elemental Sequential Tasks. Self-Improving Reactive Agents Based On Reinforcement Learning, Planning and Teaching. Technical Note Q-Learning.
Christopher J. C. H. Watkins Peter Dayan
Practical Issues in Temporal Difference Learning. Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning. Abductive Explanation-Based Learning: A Solution to the Multiple Inconsistent Explanation Problem. Learning Probabilistic Automata and Markov Chains via Queries. Interactive Concept-Learning and Constructive Induction by Analogy. Editorial. On the Handling of Continuous-Valued Attributes in Decision Tree Generation. A Further Comparison of Splitting Rules for Decision-Tree Induction. Implementing Valiant's Learnability Theory Using Random Sets. Learning Two-Tiered Descriptions of Flexible Concepts: The POSEIDON System.