A Survey of Text Games for Reinforcement Learning informed by Natural Language.
Philip OsborneHeido NõmmAndré FreitasPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- natural language
- natural language generation
- text generation
- natural language text
- learning agents
- linguistic analysis
- action sets
- function approximation
- information extraction
- natural language processing
- syntactic structures
- machine learning
- free text
- semantic representation
- natural language sentences
- information retrieval
- state space
- text retrieval
- temporal difference
- game playing
- database
- nash equilibria
- controlled natural language
- game design
- semantic markup
- optimal policy
- human language
- natural language interface
- semantic analysis
- computer games
- natural language understanding
- video games
- natural language descriptions
- educational games
- language processing
- model free
- text mining
- learning process
- keywords
- web documents
- game theory
- machine translation
- markov decision processes
- online game
- reinforcement learning algorithms
- dialogue system
- game play
- conceptual graphs