Parallel Computing and Practical Constraints when applying the Standard POMDP Belief Update Formalism to Spoken Dialogue Management.
Paul A. CrookBrieuc RoblinHans-Wolfgang LoidlOliver LemonPublished in: IWSDS (2011)
Keyphrases
- artificial intelligence
- parallel computing
- dialogue management
- belief update
- partially observable markov decision process
- belief state
- language understanding
- formal theory
- knowledge representation
- planning under uncertainty
- dialogue system
- state space
- belief revision
- computational properties
- natural language understanding
- belief change
- shared memory
- decision theoretic
- partially observable markov decision processes
- dynamical systems
- computing systems
- software engineering
- partially observable
- spoken dialogue systems
- reinforcement learning
- language processing
- expert systems
- finite state
- natural language generation
- markov decision processes
- orders of magnitude
- logic programming