Sciweavers

56 search results - page 3 / 12
» Empirical Evaluation of a Reinforcement Learning Spoken Dial...
Sort
View
ICASSP
2011
IEEE
14 years 1 months ago
Bayesian reinforcement learning for POMDP-based dialogue systems
Spoken dialogue systems are gaining popularity with improvements in speech recognition technologies. Dialogue systems can be modeled effectively using POMDPs, achieving improvemen...
ShaoWei Png, Joelle Pineau
COLING
2000
14 years 11 months ago
Automatic Optimization of Dialogue Management
Designing the dialogue strategy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing di...
Diane J. Litman, Michael S. Kearns, Satinder P. Si...
SIGDIAL
2010
14 years 7 months ago
Adaptive Referring Expression Generation in Spoken Dialogue Systems: Evaluation with Real Users
We present new results from a real-user evaluation of a data-driven approach to learning user-adaptive referring expression generation (REG) policies for spoken dialogue systems. ...
Srinivasan Janarthanam, Oliver Lemon
AAAI
2000
14 years 11 months ago
Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System
Spoken dialogue system performance can vary widely for different users, as well for the same user during different dialogues. This paper presents the design and evaluation of an a...
Diane J. Litman, Shimei Pan
CORR
1999
Springer
93views Education» more  CORR 1999»
14 years 9 months ago
Empirically Evaluating an Adaptable Spoken Dialogue System
Abstract. Recent technological advances have made it possible to build real-time, interactive spoken dialogue systems for a wide variety of applications. However, when users do not...
Diane J. Litman, Shimei Pan