What are the Statistical Limits of Offline RL with Linear Function Approximation?
Ruosong WangDean P. FosterSham M. KakadePublished in: CoRR (2020)
Keyphrases
- function approximation
- reinforcement learning
- temporal difference learning algorithms
- function approximators
- tile coding
- temporal difference learning
- model free
- temporal difference
- learning tasks
- radial basis function
- temporal difference methods
- reinforcement learning algorithms
- least squares
- policy gradient
- reinforcement learning problems
- text mining
- learning algorithm
- support vector machine
- state space
- artificial neural networks
- td learning
- td methods
- multi agent
- decision trees