POMDP-based dialogue manager adaptation to extended domains.
Milica GasicCatherine BreslinMatthew HendersonDongho KimMartin SzummerBlaise ThomsonPirros TsiakoulisSteve J. YoungPublished in: SIGDIAL Conference (2013)
Keyphrases
- dialogue manager
- dialogue management
- natural language interface
- human machine
- reinforcement learning
- dialogue system
- state space
- partially observable markov decision process
- belief state
- natural language
- user interaction
- optimal policy
- cross domain
- transfer learning
- finite state
- database
- domain specific
- search space
- knowledge base