Guiding Reinforcement Learning Exploration Using Natural Language.
Brent HarrisonUpol EhsanMark O. RiedlPublished in: AAMAS (2018)
Keyphrases
- reinforcement learning
- natural language
- active exploration
- exploration strategy
- machine learning
- model based reinforcement learning
- exploration exploitation
- action selection
- function approximation
- autonomous learning
- knowledge representation
- markov decision processes
- exploration exploitation tradeoff
- question answering
- natural language interface
- reinforcement learning algorithms
- learning algorithm
- information extraction
- supervised learning
- natural language generation
- language processing
- multi agent
- natural language understanding
- dynamic programming
- machine translation
- temporal difference learning
- state space
- learning process
- expert systems
- conceptual graphs
- semantic representation
- semantic analysis
- data sets
- function approximators
- knowledge base
- e learning
- artificial intelligence
- robotic control