A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning.
Zixiang ChenChris Junchi LiHuizhuo YuanQuanquan GuMichael I. JordanPublished in: ICLR (2023)
Keyphrases
- function approximation
- reinforcement learning
- temporal difference learning
- temporal difference
- model free
- tile coding
- function approximators
- radial basis function
- temporal difference learning algorithms
- learning tasks
- reinforcement learning algorithms
- mountain car
- state action space
- pattern recognition
- optimal policy
- artificial neural networks
- policy evaluation
- temporal difference methods
- support vector