A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management.
Iñigo CasanuevaPawel BudzianowskiPei-Hao SuNikola MrksicTsung-Hsien WenStefan UltesLina Maria Rojas-BarahonaSteve J. YoungMilica GasicPublished in: CoRR (2017)
Keyphrases
- dialogue management
- dialogue system
- reinforcement learning
- semi autonomous
- learning agent
- spoken dialogue systems
- partially observable markov decision process
- natural language generation
- multi agent
- human users
- machine learning
- state space
- virtual humans
- learning algorithm
- language understanding
- mobile robot
- dynamic programming
- mobile devices
- natural language
- decision theoretic
- temporal difference
- function approximation
- markov decision processes
- real robot
- optimal policy
- dynamic environments
- domain specific