Modelling user behaviour in the HIS-POMDP dialogue manager.
Simon KeizerMilica GasicFrançois MairesseBlaise ThomsonKai YuSteve J. YoungPublished in: SLT (2008)
Keyphrases
- user behaviour
- dialogue manager
- dialogue management
- natural language interface
- partially observable markov decision process
- user actions
- dialogue system
- human machine
- user preferences
- reinforcement learning
- partially observable
- state space
- finite state
- belief state
- scripting language
- user behavior
- dynamical systems
- markov decision processes
- database queries
- partially observable markov decision processes
- optimal policy
- user profiles
- open source
- multi agent systems
- multi agent
- databases