Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints.
Tianhao WangDongruo ZhouQuanquan GuPublished in: CoRR (2021)
Keyphrases
- function approximation
- reinforcement learning
- function approximators
- temporal difference learning algorithms
- temporal difference learning
- temporal difference
- tile coding
- learning tasks
- mountain car
- model free
- radial basis function
- reinforcement learning algorithms
- state action space
- state space
- temporal difference methods
- neural network
- machine learning
- pattern recognition
- multi agent
- td learning
- optimal control
- optimal policy
- learning algorithm