Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language.
Zhourui GuoMeng YaoYang YuQiyue YinPublished in: CSAI (2023)
Keyphrases
- natural language
- reinforcement learning
- semantic analysis
- knowledge representation
- semantic representation
- semantic network
- natural language processing
- semantic web
- semantic annotation
- question answering
- active exploration
- semantic interpretation
- semantic knowledge
- function approximation
- data sets
- domain specific
- machine learning
- semantic relationships
- optimal policy
- multi agent systems
- natural language sentences