Stability-Certified Reinforcement Learning via Spectral Normalization.
Ryoichi TakaseNobuyuki YoshikawaToshisada MariyamaTakeshi TsuchiyaPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- function approximation
- optimal policy
- spectral analysis
- model free
- reinforcement learning algorithms
- state space
- normalization method
- hyperspectral imagery
- least squares
- preprocessing
- transfer learning
- temporal difference learning
- asymptotic stability
- hyperspectral
- stability analysis
- reinforcement learning methods
- policy search
- learning algorithm
- learning capabilities
- multispectral images
- closed loop
- markov decision processes
- remote sensing
- high resolution
- multi agent
- image processing