Personalizing a Dialogue System With Transfer Reinforcement Learning.
Kaixiang MoYu ZhangShuangyin LiJiajun LiQiang YangPublished in: AAAI (2018)
Keyphrases
- dialogue system
- reinforcement learning
- transfer learning
- human computer
- dialogue management
- natural language
- mixed initiative
- spoken dialogue systems
- spoken language
- natural language generation
- natural language understanding
- human robot
- state space
- web search
- function approximation
- knowledge transfer
- model free
- linguistic knowledge
- dialogue manager
- tutorial dialogue
- language understanding
- previously learned
- temporal difference
- partially observable
- machine learning
- markov decision processes
- dynamic programming
- reinforcement learning algorithms
- human users
- knowledge representation
- multi agent
- learning algorithm
- learning agent
- semantic analysis
- human subjects
- user model