Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System

Satinder Singh, Michael Kearns, Diane J. Litman, and Marilyn A. Walker, AT&T Labs

We report on the design, construction, and empirical evaluation of a large-scale spoken dialogue system that optimizes its performance via reinforcement learning on human user dialogue data.

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