On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation.
Jiawei HuangBatuhan YardimNiao HePublished in: AISTATS (2024)
Keyphrases
- function approximation
- reinforcement learning
- temporal difference
- mountain car
- function approximators
- model free
- temporal difference learning algorithms
- temporal difference learning
- reinforcement learning algorithms
- tile coding
- radial basis function
- learning tasks
- state action space
- markov random field
- state space
- td learning
- artificial neural networks
- transfer learning
- image segmentation
- monte carlo
- multi agent