Can Offline Reinforcement Learning Help Natural Language Understanding?
Ziqi ZhangYile WangYue ZhangDonglin WangPublished in: CoRR (2022)
Keyphrases
- natural language understanding
- reinforcement learning
- text understanding
- knowledge representation
- semantic analysis
- language understanding
- natural language
- function approximation
- natural language processing
- spoken dialog systems
- semantic representations
- dialogue system
- model free
- multi agent
- abductive reasoning
- machine learning
- state space
- learning algorithm
- markov decision processes
- semantic information
- optimal policy
- ground truth
- low level
- information retrieval
- joint inference
- chinese word segmentation
- data mining