Finite Sample Analyses for TD(0) With Function Approximation.
Gal DalalBalázs SzörényiGugan ThoppeShie MannorPublished in: AAAI (2018)
Keyphrases
- function approximation
- finite sample
- temporal difference
- temporal difference learning
- td learning
- sample size
- reinforcement learning
- statistical learning theory
- uniform convergence
- error bounds
- nearest neighbor
- radial basis function
- learning tasks
- reinforcement learning algorithms
- model free
- function approximators
- temporal difference methods
- statistical learning
- sufficient conditions
- feature extraction