Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language.
Zhourui GuoMeng YaoYang YuQiyue YinPublished in: CoRR (2023)
Keyphrases
- natural language
- reinforcement learning
- semantic interpretation
- natural language processing
- natural language understanding
- conceptual graphs
- semantic web
- semantic analysis
- syntactic structures
- knowledge representation
- linguistic analysis
- domain specific
- action selection
- semantic representation
- semantic information
- active exploration
- learning algorithm
- neural network
- natural language interfaces to databases
- language processing
- semantic network
- supervised learning
- information extraction
- state space
- mobile robot
- computational complexity
- data mining