A Mixture-of-Expert Approach to RL-based Dialogue Management.
Yinlam ChowAza TulepbergenovOfir NachumMoonkyung RyuMohammad GhavamzadehCraig BoutilierPublished in: CoRR (2022)
Keyphrases
- dialogue management
- dialogue system
- reinforcement learning
- learning agent
- spoken dialogue systems
- natural language generation
- language understanding
- virtual humans
- human experts
- reinforcement learning algorithms
- partially observable markov decision process
- transfer learning
- model free
- multi agent
- knowledge base
- learning process
- natural language understanding
- action selection
- human users
- markov decision processes
- domain experts
- optimal policy
- state space