A Survey of Text Games for Reinforcement Learning Informed by Natural Language.
Philip OsborneHeido NõmmAndré FreitasPublished in: Trans. Assoc. Comput. Linguistics (2022)
Keyphrases
- reinforcement learning
- natural language
- natural language generation
- text generation
- linguistic analysis
- function approximation
- natural language text
- semantic representation
- human language
- learning agents
- natural language interface
- semantic analysis
- machine learning
- syntactic structures
- free text
- knowledge representation
- semantic markup
- information retrieval
- action sets
- game playing
- keywords
- state space
- information extraction
- text mining
- reinforcement learning agents
- game theory
- natural language descriptions
- semantic interpretation
- learning algorithm
- natural language sentences
- text retrieval
- semantic information
- dialogue system
- text documents
- language processing
- markov decision processes
- game play
- question answering
- optimal policy
- natural language processing
- action selection
- model free
- dynamic programming
- educational games
- controlled natural language
- video games