Sample Complexity of Data-Driven Stochastic LQR with Multiplicative Uncertainty.
Peter CoppensPanagiotis PatrinosPublished in: CoRR (2020)
Keyphrases
- sample complexity
- data driven
- theoretical analysis
- upper bound
- pac learning
- learning problems
- vc dimension
- special case
- active learning
- supervised learning
- learning algorithm
- lower bound
- concept classes
- pac learnability
- generalization error
- sample size
- sequential decision problems
- training examples
- optimal control
- number of irrelevant features
- irrelevant features
- training set
- reinforcement learning
- sample complexity bounds
- training data