What is RL?
- RL is a general-purpose framework for sequential decision-making
- Usually describe as agent interacting with unknown environment
- Goal: select action to maximize a future cumulative reward
Real World NLP Applications Of Reinforcement Learning:-
- Policy Learning
- Dialogue Generation
- Machine Translation
- Abstractive Text Summarization
- Question Answering