Adaptive estimation for nonlinear systems using reproducing kernel Hilbert spaces.
Parag BobadeSuprotim MajumdarSavio PereiraAndrew J. KurdilaJohn B. FerrisPublished in: Adv. Comput. Math. (2019)
Keyphrases
- nonlinear systems
- adaptive control
- reproducing kernel hilbert space
- learning rate
- fuzzy model
- control law
- fuzzy systems
- fuzzy controller
- fuzzy control
- density estimation
- control method
- learning theory
- euclidean space
- kernel methods
- control strategy
- real valued
- learning problems
- control algorithm
- loss function
- reinforcement learning
- pattern recognition
- data dependent
- decision making
- domain adaptation
- control system
- least squares
- distance measure
- kernel function
- data mining