BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems.
Zachary C. LiptonXiujun LiJianfeng GaoLihong LiFaisal AhmedLi DengPublished in: AAAI (2018)
Keyphrases
- dialogue system
- reinforcement learning
- dialogue management
- human computer
- tutorial dialogue
- natural language
- mixed initiative
- spoken dialogue systems
- natural language generation
- function approximation
- social networks
- language understanding
- network structure
- learning algorithm
- human users
- markov decision processes
- state space
- heterogeneous networks
- artificial intelligence
- machine learning
- dialogue manager
- model free
- reinforcement learning algorithms
- user model
- general purpose