354 citations · 431 across the 2 of their papers we have counts for
2 papers
cs.AI2011★ 77 cited
Automatically Training a Problematic Dialogue Predictor for a Spoken Dialogue System
A. Gorin, I. Langkilde-Geary, M. A. Walker +2
Spoken dialogue systems promise efficient and natural access to a large variety of information sources and services from any phone. However, current spoken dialogue systems are def…
cs.LG2011★ 354 cited
Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System
M. Kearns, D. Litman, S. Singh +1
Designing the dialogue policy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing a dia…