Reinforcement Learning for Spoken Dialogue System Optimization Publications

  • Satinder Singh, Diane Litman, Michael Kearns, and Marilyn Walker. Optimizing Dialogue Managment with Reinforcement Learning: Experiments with the NJFun System. Journal of Artificial Intelligence Research, Vol. 16, pp. 105-133, 2002.

  • Diane J. Litman, Michael S. Kearns, Satinder Singh, and Marilyn A. Walker. Automatic Optimization of Dialogue Management. In Proceedings of the 18th International Conference on Computational Linguistics (COLING-2000), pp., Saarbrucken, Germany, July-August 2000.

  • Satinder Singh, Michael S. Kearns, Diane J. Litman, and Marilyn A. Walker. Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System. In Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-2000), pp. 645-651, Austin, TX, August 2000.

  • Satinder Singh, Michael S. Kearns, Diane J. Litman, and Marilyn A. Walker. Reinforcement Learning for Spoken Dialogue Systems. In Proceedings of NIPS*99.
    May 2002
    Back to home page.