AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning.
Lu ChenZhi ChenBowen TanSishan LongMilica GasicKai YuPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2019)
Keyphrases
- dialogue management
- reinforcement learning
- learning agent
- dialogue system
- spoken dialogue systems
- natural language generation
- language understanding
- function approximation
- partially observable markov decision process
- state space
- machine learning
- learning algorithm
- optimal policy
- markov decision processes
- model free
- dynamic programming
- reinforcement learning algorithms
- virtual humans
- multi agent
- learning tasks
- supervised learning
- learning process