Federated TD Learning with Linear Function Approximation under Environmental Heterogeneity.
Han WangAritra MitraHamed HassaniGeorge J. PappasJames AndersonPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- function approximation
- td learning
- temporal difference
- temporal difference learning algorithms
- function approximators
- reinforcement learning
- radial basis function
- td methods
- model free
- learning tasks
- evaluation function
- linear combination
- kernel methods
- supervised learning
- dynamic programming
- reinforcement learning algorithms
- reinforcement learning methods
- policy evaluation
- decision trees