A Comparative Study of Reinforcement Learning Techniques on Dialogue Management.
Alexandros PapangelisPublished in: EACL (2012)
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
- reinforcement learning algorithms
- learning algorithm
- temporal difference
- multi agent
- model free
- machine learning
- markov decision processes
- virtual humans
- learning process
- decision theoretic
- solving problems
- action selection
- optimal control
- partially observable
- optimal policy
- information extraction
- dynamic programming