Automatic optimization of dialogue management
| Autor: | Michael S. Kearns, Diane J. Litman, Marilyn A. Walker, Satinder Singh |
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| Rok vydání: | 2000 |
| Předmět: | |
| Zdroj: | COLING |
| DOI: | 10.3115/990820.990893 |
| Popis: | Designing the dialogue strategy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing a dialogue strategy that addresses the technical challenges in applying reinforcement learning to a working dialogue system with human users. We then show that our approach measurably improves performance in an experimental system. |
| Databáze: | OpenAIRE |
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