On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation.
Thanh Nguyen-TangMing YinSunil GuptaSvetha VenkateshRaman AroraPublished in: AAAI (2023)
Keyphrases
- function approximation
- reinforcement learning
- function approximators
- temporal difference learning algorithms
- temporal difference
- temporal difference learning
- model free
- tile coding
- radial basis function
- mountain car
- state space
- reinforcement learning algorithms
- temporal difference methods
- state action space
- learning tasks
- multi agent
- learning algorithm
- reinforcement learning problems
- td learning
- reinforcement learning methods