Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.
Sergey LevineAviral KumarGeorge TuckerJustin FuPublished in: CoRR (2020)
Keyphrases
- open problems
- reinforcement learning
- multidatabase transaction management
- database theory
- long standing
- function approximation
- state space
- optimal policy
- markov decision processes
- reinforcement learning algorithms
- learning process
- machine learning
- learning algorithm
- model free
- optimal control
- action space
- literature review
- database systems
- real time
- supervised learning
- multi agent
- multiple perspectives
- computational advertising
- databases